Probabilidad

3. Probabilidades condicionales

Introducción a las Probabilidades Condicionales

En el análisis de datos, las probabilidades condicionales nos permiten entender cómo la probabilidad de que ocurra un evento está influenciada por la ocurrencia de otro evento relacionado. En lugar de considerar eventos de manera independiente, este enfoque nos permite investigar cómo la probabilidad de un resultado cambia bajo ciertas condiciones o supuestos.

En el contexto de este análisis, las probabilidades condicionales se aplican a un conjunto de variables categóricas presentes en la base de datos, las cuales podrían representar características de los clientes, sus comportamientos de compra, o sus preferencias. Al calcular estas probabilidades, buscamos comprender cómo la ocurrencia de ciertos eventos o características (como el género, edad o preferencias de compra) afecta la probabilidad de que ocurra otro evento relacionado.

Este tipo de análisis es particularmente útil cuando se busca identificar patrones o relaciones entre diferentes factores, lo cual es esencial para la toma de decisiones informadas, por ejemplo, para estrategias de marketing personalizadas o para la segmentación de clientes. Al calcular las probabilidades condicionales, podemos descubrir cómo un grupo específico de clientes puede comportarse en función de variables como su edad, género o historial de compras, lo que nos permite generar hipótesis sobre su comportamiento y realizar predicciones más precisas.

En este informe, se han calculado las probabilidades condicionales para todas las combinaciones de variables categóricas presentes en el conjunto de datos de tendencias de compra. Los resultados han sido organizados y resumidos en una tabla que nos permite observar cómo interactúan estas variables entre sí. Además, se han generado gráficos de barras para visualizar las probabilidades de forma clara y comprensible, facilitando la interpretación de los resultados y la identificación de patrones clave.

# Cargar librerías necesarias
library(readxl)   # Para leer archivos Excel

## Warning: package 'readxl' was built under R version 4.4.3

library(dplyr)    # Para manipulación de datos

## Warning: package 'dplyr' was built under R version 4.4.3

## 
## Adjuntando el paquete: 'dplyr'

## The following objects are masked from 'package:stats':
## 
##     filter, lag

## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

# Cargar base de datos
Base_de_datos_shopping_trends <- read_excel("C:/Users/Asus-PC/Desktop/Base de datos - shopping_trends.xlsx")

# Cargar librerías necesarias
library(readxl)   # Para leer archivos Excel
library(dplyr)    # Para manipulación de datos
library(ggplot2)  # Para gráficos

## Warning: package 'ggplot2' was built under R version 4.4.3

# Cargar base de datos
Base_de_datos_shopping_trends <- read_excel("C:/Users/Asus-PC/Desktop/Base de datos - shopping_trends.xlsx")

# Eliminar espacios y caracteres especiales de los nombres de las columnas
names(Base_de_datos_shopping_trends) <- make.names(names(Base_de_datos_shopping_trends), unique = TRUE)

# Identificar columnas categóricas
categoricas <- names(Filter(function(col) is.character(col) || is.factor(col),
                            Base_de_datos_shopping_trends))

# Convertir las variables categóricas a factores (si no lo son)
Base_de_datos_shopping_trends[categoricas] <- lapply(Base_de_datos_shopping_trends[categoricas], as.factor)

# Calcular las probabilidades condicionales entre todas las combinaciones de variables categóricas
for (i in 1:(length(categoricas) - 1)) {
  for (j in (i + 1):length(categoricas)) {
    var1 <- categoricas[i]
    var2 <- categoricas[j]
    
    cat("\n======================================\n")
    cat("Calculando probabilidades condicionales P(", var2, "|", var1, ")\n")
    
    # Tabla de contingencia entre las dos variables
    tabla_conjunta <- table(Base_de_datos_shopping_trends[[var1]], 
                            Base_de_datos_shopping_trends[[var2]])
    
    # Verificar la estructura de la tabla de contingencia
    if (length(dim(tabla_conjunta)) == 2) {
      # Calcular la probabilidad condicional P(var2 | var1 = val) para cada nivel de var1
      for (val in levels(Base_de_datos_shopping_trends[[var1]])) {
        # Probabilidades condicionales: P(var2 | var1 = val)
        prob_condicional <- prop.table(tabla_conjunta, margin = 1)[val, ]
        
        # Verificar que las probabilidades condicionales no estén vacías
        if (!is.null(prob_condicional) && length(prob_condicional) > 0) {
          # Mostrar las probabilidades condicionales
          cat("\nCondición: ", var1, "=", val, "\n")
          print(round(prob_condicional, 4))
          
          # Convertir las probabilidades condicionales a un dataframe para graficar
          prob_condicional_df <- as.data.frame(prob_condicional)
          
          # Verificar que el dataframe tenga la estructura correcta
          if (ncol(prob_condicional_df) == 1) {
            # Asegurarse de que tenga el nombre correcto para la columna
            colnames(prob_condicional_df) <- c(var2)
            prob_condicional_df$Probabilidad <- prob_condicional
            prob_condicional_df$Condicion <- val
            
            # Crear gráfico de barras para visualizar la probabilidad condicional
            p <- ggplot(prob_condicional_df, aes(x = get(var2), y = Probabilidad, fill = Condicion)) +
              geom_bar(stat = "identity", position = "dodge") +
              labs(title = paste("Probabilidad condicional P(", var2, "|", var1, "=", val, ")"),
                   x = var2,
                   y = "Probabilidad") +
              theme_minimal() +
              scale_y_continuous(labels = scales::percent) +
              theme(axis.text.x = element_text(angle = 45, hjust = 1))
            
            # Mostrar el gráfico
            print(p)
          } else {
            cat("Error: La estructura del dataframe no es la esperada.\n")
          }
        } else {
          cat("Error: No se calculó ninguna probabilidad condicional válida.\n")
        }
      }
    } else {
      cat("Error: La tabla de contingencia no tiene la estructura esperada.\n")
    }
  }
}

## 
## ======================================
## Calculando probabilidades condicionales P( Item.Purchased | Gender )
## 
## Condición:  Gender = Female 
##   Backpack       Belt     Blouse      Boots       Coat      Dress     Gloves 
##     0.0296     0.0441     0.0529     0.0401     0.0377     0.0417     0.0296 
##    Handbag        Hat     Hoodie     Jacket      Jeans    Jewelry      Pants 
##     0.0465     0.0417     0.0409     0.0433     0.0232     0.0417     0.0385 
##    Sandals      Scarf      Shirt      Shoes     Shorts      Skirt   Sneakers 
##     0.0473     0.0361     0.0473     0.0385     0.0385     0.0393     0.0337 
##      Socks Sunglasses    Sweater    T-shirt 
##     0.0465     0.0449     0.0401     0.0369

## 
## Condición:  Gender = Male 
##   Backpack       Belt     Blouse      Boots       Coat      Dress     Gloves 
##     0.0400     0.0400     0.0396     0.0354     0.0430     0.0430     0.0388 
##    Handbag        Hat     Hoodie     Jacket      Jeans    Jewelry      Pants 
##     0.0358     0.0385     0.0377     0.0411     0.0358     0.0449     0.0464 
##    Sandals      Scarf      Shirt      Shoes     Shorts      Skirt   Sneakers 
##     0.0381     0.0422     0.0415     0.0385     0.0411     0.0411     0.0388 
##      Socks Sunglasses    Sweater    T-shirt 
##     0.0381     0.0396     0.0430     0.0381

## 
## ======================================
## Calculando probabilidades condicionales P( Category | Gender )
## 
## Condición:  Gender = Female 
## Accessories    Clothing    Footwear   Outerwear 
##      0.3141      0.4455      0.1595      0.0809

## 
## Condición:  Gender = Male 
## Accessories    Clothing    Footwear   Outerwear 
##      0.3198      0.4453      0.1508      0.0841

## 
## ======================================
## Calculando probabilidades condicionales P( Location | Gender )
## 
## Condición:  Gender = Female 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0216         0.0192         0.0200         0.0200         0.0232 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0208         0.0216         0.0200         0.0160         0.0240 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0112         0.0272         0.0240         0.0136         0.0136 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0240         0.0240         0.0216         0.0216         0.0224 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0128         0.0192         0.0224         0.0200         0.0144 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0304         0.0232         0.0232         0.0168         0.0192 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0160         0.0200         0.0184         0.0192         0.0224 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0184         0.0168         0.0216         0.0184         0.0168 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0176         0.0216         0.0264         0.0216         0.0184 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0192         0.0200         0.0184         0.0200         0.0160

## 
## Condición:  Gender = Male 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0234         0.0181         0.0151         0.0204         0.0249 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0185         0.0192         0.0230         0.0181         0.0185 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0192         0.0222         0.0234         0.0234         0.0196 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0124         0.0185         0.0215         0.0189         0.0219 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0211         0.0185         0.0226         0.0207         0.0238 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0219         0.0219         0.0219         0.0189         0.0162 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0230         0.0234         0.0207         0.0222         0.0185 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0196         0.0200         0.0177         0.0151         0.0207 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0181         0.0189         0.0166         0.0166         0.0234 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0200         0.0181         0.0219         0.0189         0.0192

## 
## ======================================
## Calculando probabilidades condicionales P( Size | Gender )
## 
## Condición:  Gender = Female 
##      L      M      S     XL 
## 0.2700 0.4728 0.1498 0.1074

## 
## Condición:  Gender = Male 
##      L      M      S     XL 
## 0.2700 0.4393 0.1795 0.1112

## 
## ======================================
## Calculando probabilidades condicionales P( Color | Gender )
## 
## Condición:  Gender = Female 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0321    0.0433    0.0417    0.0369    0.0401    0.0377    0.0329    0.0425 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0449    0.0361    0.0385    0.0457    0.0433    0.0473    0.0409    0.0385 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0465    0.0337    0.0353    0.0417    0.0425    0.0321    0.0425    0.0361 
##    Yellow 
##    0.0481

## 
## Condición:  Gender = Male 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0403    0.0426    0.0377    0.0358    0.0388    0.0449    0.0366    0.0400 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0426    0.0385    0.0373    0.0358    0.0392    0.0445    0.0388    0.0381 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0358    0.0411    0.0392    0.0456    0.0449    0.0396    0.0426    0.0366 
##    Yellow 
##    0.0430

## 
## ======================================
## Calculando probabilidades condicionales P( Season | Gender )
## 
## Condición:  Gender = Female 
##   Fall Spring Summer Winter 
## 0.2628 0.2532 0.2388 0.2452

## 
## Condición:  Gender = Male 
##   Fall Spring Summer Winter 
## 0.2440 0.2575 0.2477 0.2508

## 
## ======================================
## Calculando probabilidades condicionales P( Review.Rating | Gender )
## 
## Condición:  Gender = Female 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0176 0.0425 0.0369 0.0417 0.0409 0.0401 0.0425 0.0409 0.0385 0.0489 0.0409 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0409 0.0296 0.0425 0.0385 0.0497 0.0345 0.0441 0.0417 0.0361 0.0329 0.0433 
##    4.7    4.8    4.9    5.0 
## 0.0329 0.0345 0.0481 0.0200

## 
## Condición:  Gender = Male 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0166 0.0400 0.0407 0.0317 0.0449 0.0422 0.0392 0.0381 0.0392 0.0456 0.0396 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0370 0.0449 0.0336 0.0434 0.0449 0.0396 0.0437 0.0358 0.0426 0.0370 0.0452 
##    4.7    4.8    4.9    5.0 
## 0.0403 0.0381 0.0400 0.0162

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Gender )
## 
## Condición:  Gender = Female 
##  No Yes 
##   1   0

## 
## Condición:  Gender = Male 
##     No    Yes 
## 0.6029 0.3971

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Gender )
## 
## Condición:  Gender = Female 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1635        0.1579        0.1787        0.1659        0.1627 
##         Venmo 
##        0.1715

## 
## Condición:  Gender = Male 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1614        0.1701        0.1784        0.1606        0.1640 
##         Venmo 
##        0.1655

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Gender )
## 
## Condición:  Gender = Female 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1659         0.1554         0.1995         0.1530         0.1707 
##   Store Pickup 
##         0.1554

## 
## Condición:  Gender = Male 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1584         0.1704         0.1606         0.1723         0.1663 
##   Store Pickup 
##         0.1719

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Gender )
## 
## Condición:  Gender = Female 
##  No Yes 
##   1   0

## 
## Condición:  Gender = Male 
##     No    Yes 
## 0.3676 0.6324

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Gender )
## 
## Condición:  Gender = Female 
##  No Yes 
##   1   0

## 
## Condición:  Gender = Male 
##     No    Yes 
## 0.3676 0.6324

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Gender )
## 
## Condición:  Gender = Female 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1627        0.1699        0.1787        0.1450        0.1771 
##         Venmo 
##        0.1667

## 
## Condición:  Gender = Male 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1542        0.1727        0.1689        0.1716        0.1719 
##         Venmo 
##        0.1606

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Gender )
## 
## Condición:  Gender = Female 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1482         0.1506         0.1490         0.1306         0.1482 
##      Quarterly         Weekly 
##         0.1354         0.1378

## 
## Condición:  Gender = Male 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1459         0.1354         0.1501         0.1429         0.1388 
##      Quarterly         Weekly 
##         0.1486         0.1384

## 
## ======================================
## Calculando probabilidades condicionales P( Category | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Belt 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Blouse 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Boots 
## Accessories    Clothing    Footwear   Outerwear 
##           0           0           1           0

## 
## Condición:  Item.Purchased = Coat 
## Accessories    Clothing    Footwear   Outerwear 
##           0           0           0           1

## 
## Condición:  Item.Purchased = Dress 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Gloves 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Handbag 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Hat 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Hoodie 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Jacket 
## Accessories    Clothing    Footwear   Outerwear 
##           0           0           0           1

## 
## Condición:  Item.Purchased = Jeans 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Jewelry 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Pants 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Sandals 
## Accessories    Clothing    Footwear   Outerwear 
##           0           0           1           0

## 
## Condición:  Item.Purchased = Scarf 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Shirt 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Shoes 
## Accessories    Clothing    Footwear   Outerwear 
##           0           0           1           0

## 
## Condición:  Item.Purchased = Shorts 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Skirt 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Sneakers 
## Accessories    Clothing    Footwear   Outerwear 
##           0           0           1           0

## 
## Condición:  Item.Purchased = Socks 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = Sunglasses 
## Accessories    Clothing    Footwear   Outerwear 
##           1           0           0           0

## 
## Condición:  Item.Purchased = Sweater 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## Condición:  Item.Purchased = T-shirt 
## Accessories    Clothing    Footwear   Outerwear 
##           0           1           0           0

## 
## ======================================
## Calculando probabilidades condicionales P( Location | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0070         0.0350         0.0350         0.0210         0.0350 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0350         0.0140         0.0210         0.0070         0.0280 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0070         0.0280         0.0140         0.0140         0.0140 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0070         0.0280         0.0350         0.0000         0.0070 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0280         0.0280         0.0210         0.0210         0.0070 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0350         0.0559         0.0699         0.0280         0.0140 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0210         0.0210         0.0140         0.0070         0.0070 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0070         0.0070         0.0070         0.0140         0.0140 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0350         0.0070         0.0210         0.0000         0.0140 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0350         0.0210         0.0140         0.0070         0.0280

## 
## Condición:  Item.Purchased = Belt 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0124         0.0248         0.0124         0.0248         0.0186 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0124         0.0186         0.0248         0.0062         0.0062 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0186         0.0497         0.0311         0.0311         0.0373 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0124         0.0186         0.0311         0.0062         0.0311 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0124         0.0248         0.0062         0.0248         0.0186 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0248         0.0248         0.0435         0.0124         0.0435 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0311         0.0186         0.0124         0.0311         0.0062 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0124         0.0311         0.0124         0.0186         0.0186 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0124         0.0186         0.0124         0.0062         0.0248 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0062         0.0186         0.0062         0.0248         0.0124

## 
## Condición:  Item.Purchased = Blouse 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0234         0.0234         0.0175         0.0175         0.0117 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0117         0.0292         0.0292         0.0058         0.0409 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0292         0.0292         0.0234         0.0175         0.0117 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0351         0.0175         0.0117         0.0234         0.0234 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0117         0.0175         0.0234         0.0351         0.0058 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0117         0.0058         0.0175         0.0409         0.0175 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0117         0.0292         0.0117         0.0292         0.0175 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0058         0.0292         0.0175         0.0117         0.0234 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0175         0.0058         0.0175         0.0175         0.0117 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0175         0.0175         0.0234         0.0409         0.0234

## 
## Condición:  Item.Purchased = Boots 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0208         0.0069         0.0000         0.0069         0.0278 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0000         0.0278         0.0139         0.0139         0.0069 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0139         0.0208         0.0278         0.0208         0.0208 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0347         0.0139         0.0069         0.0347         0.0208 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0417         0.0139         0.0069         0.0208         0.0208 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0278         0.0347         0.0278         0.0278         0.0069 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0069         0.0139         0.0208         0.0278         0.0347 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0278         0.0208         0.0278         0.0208         0.0347 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0208         0.0278         0.0139         0.0278         0.0069 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0278         0.0208         0.0278         0.0139         0.0069

## 
## Condición:  Item.Purchased = Coat 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0373         0.0124         0.0186         0.0248         0.0186 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0062         0.0373         0.0124         0.0373         0.0062 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0186         0.0497         0.0062         0.0186         0.0186 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0186         0.0373         0.0062         0.0186         0.0186 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0248         0.0062         0.0124         0.0248         0.0124 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0497         0.0186         0.0124         0.0311         0.0124 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0248         0.0248         0.0062         0.0373         0.0124 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0124         0.0186         0.0248         0.0062         0.0186 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0248         0.0124         0.0186         0.0062         0.0186 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0062         0.0186         0.0497         0.0000         0.0311

## 
## Condición:  Item.Purchased = Dress 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0301         0.0241         0.0241         0.0301         0.0422 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0241         0.0241         0.0301         0.0120         0.0482 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0060         0.0120         0.0181         0.0000         0.0120 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0120         0.0181         0.0181         0.0060         0.0241 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0361         0.0241         0.0241         0.0301         0.0060 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0181         0.0181         0.0181         0.0181         0.0000 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0000         0.0241         0.0120         0.0181         0.0181 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0120         0.0181         0.0301         0.0361         0.0241 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0241         0.0241         0.0301         0.0301         0.0120 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0120         0.0361         0.0060         0.0120         0.0120

## 
## Condición:  Item.Purchased = Gloves 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0143         0.0214         0.0071         0.0429         0.0143 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0286         0.0143         0.0357         0.0429         0.0071 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0071         0.0286         0.0286         0.0214         0.0214 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0071         0.0214         0.0071         0.0143         0.0286 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0143         0.0000         0.0214         0.0000         0.0143 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0286         0.0286         0.0143         0.0214         0.0214 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0000         0.0429         0.0429         0.0071         0.0286 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0000         0.0071         0.0214         0.0214         0.0214 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0214         0.0357         0.0214         0.0143         0.0071 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0286         0.0286         0.0286         0.0143         0.0286

## 
## Condición:  Item.Purchased = Handbag 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0196         0.0131         0.0196         0.0131         0.0261 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0261         0.0392         0.0131         0.0131         0.0065 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0392         0.0131         0.0327         0.0065         0.0131 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0000         0.0458         0.0196         0.0196         0.0196 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0196         0.0131         0.0327         0.0458         0.0196 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0392         0.0261         0.0196         0.0196         0.0065 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0131         0.0261         0.0261         0.0196         0.0196 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0196         0.0000         0.0065         0.0131         0.0065 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0000         0.0196         0.0327         0.0327         0.0065 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0196         0.0196         0.0458         0.0196         0.0131

## 
## Condición:  Item.Purchased = Hat 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0195         0.0195         0.0065         0.0130         0.0195 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0195         0.0065         0.0325         0.0390         0.0130 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0260         0.0195         0.0130         0.0260         0.0325 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0195         0.0260         0.0130         0.0195         0.0065 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0130         0.0065         0.0325         0.0260         0.0130 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0130         0.0260         0.0065         0.0325         0.0130 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0260         0.0130         0.0130         0.0195         0.0130 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0260         0.0130         0.0325         0.0065         0.0390 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0130         0.0325         0.0390         0.0260         0.0130 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0195         0.0130         0.0260         0.0260         0.0195

## 
## Condición:  Item.Purchased = Hoodie 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0199         0.0132         0.0199         0.0265         0.0199 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0397         0.0132         0.0199         0.0265         0.0132 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0265         0.0331         0.0132         0.0066         0.0000 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0132         0.0000         0.0530         0.0066         0.0199 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0066         0.0132         0.0199         0.0132         0.0132 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0199         0.0132         0.0265         0.0265         0.0265 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0397         0.0132         0.0265         0.0199         0.0199 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0397         0.0066         0.0199         0.0132         0.0397 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0066         0.0199         0.0265         0.0066         0.0199 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0265         0.0066         0.0331         0.0265         0.0265

## 
## Condición:  Item.Purchased = Jacket 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0123         0.0123         0.0245         0.0123         0.0184 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0368         0.0245         0.0061         0.0184         0.0000 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0307         0.0123         0.0429         0.0245         0.0368 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0184         0.0245         0.0061         0.0245         0.0307 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0123         0.0429         0.0123         0.0123         0.0184 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0184         0.0061         0.0184         0.0123         0.0245 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0307         0.0307         0.0245         0.0491         0.0061 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0491         0.0184         0.0000         0.0061         0.0184 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0245         0.0184         0.0184         0.0245         0.0245 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0184         0.0123         0.0061         0.0184         0.0061

## 
## Condición:  Item.Purchased = Jeans 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0323         0.0161         0.0161         0.0242         0.0565 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0000         0.0081         0.0242         0.0161         0.0081 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0161         0.0161         0.0323         0.0323         0.0161 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0000         0.0161         0.0242         0.0242         0.0242 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0323         0.0161         0.0081         0.0161         0.0403 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0484         0.0242         0.0161         0.0161         0.0000 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0081         0.0323         0.0081         0.0323         0.0081 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0161         0.0323         0.0081         0.0161         0.0161 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0323         0.0161         0.0161         0.0161         0.0161 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0161         0.0161         0.0242         0.0242         0.0242

## 
## Condición:  Item.Purchased = Jewelry 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0468         0.0175         0.0175         0.0292         0.0292 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0117         0.0292         0.0175         0.0117         0.0351 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0117         0.0175         0.0234         0.0234         0.0175 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0292         0.0351         0.0409         0.0117         0.0175 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0058         0.0058         0.0175         0.0409         0.0292 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0117         0.0351         0.0292         0.0234         0.0000 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0234         0.0234         0.0175         0.0117         0.0292 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0117         0.0117         0.0117         0.0234         0.0117 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0292         0.0117         0.0000         0.0175         0.0351 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0117         0.0234         0.0117         0.0117         0.0000

## 
## Condición:  Item.Purchased = Pants 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0292         0.0000         0.0117         0.0234         0.0292 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0292         0.0234         0.0409         0.0117         0.0292 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0175         0.0234         0.0234         0.0175         0.0058 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0175         0.0175         0.0292         0.0234         0.0058 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0175         0.0234         0.0117         0.0117         0.0234 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0234         0.0292         0.0175         0.0058         0.0234 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0234         0.0000         0.0234         0.0175         0.0234 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0292         0.0117         0.0175         0.0292         0.0292 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0117         0.0234         0.0117         0.0292         0.0468 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0117         0.0175         0.0117         0.0175         0.0175

## 
## Condición:  Item.Purchased = Sandals 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0250         0.0187         0.0187         0.0250         0.0312 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0125         0.0250         0.0312         0.0063         0.0187 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0063         0.0125         0.0125         0.0250         0.0250 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0375         0.0125         0.0250         0.0125         0.0375 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0250         0.0562         0.0375         0.0125         0.0063 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0250         0.0375         0.0063         0.0063         0.0125 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0312         0.0250         0.0312         0.0125         0.0375 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0063         0.0187         0.0063         0.0250         0.0063 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0187         0.0125         0.0125         0.0063         0.0125 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0125         0.0187         0.0312         0.0187         0.0125

## 
## Condición:  Item.Purchased = Scarf 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0191         0.0191         0.0127         0.0127         0.0255 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0127         0.0255         0.0255         0.0127         0.0318 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0000         0.0127         0.0318         0.0255         0.0064 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0127         0.0318         0.0064         0.0255         0.0318 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0064         0.0064         0.0000         0.0191         0.0318 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0191         0.0191         0.0000         0.0255         0.0382 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0318         0.0191         0.0191         0.0255         0.0318 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0127         0.0255         0.0382         0.0064         0.0255 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0318         0.0382         0.0191         0.0191         0.0064 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0191         0.0191         0.0191         0.0255         0.0191

## 
## Condición:  Item.Purchased = Shirt 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0296         0.0237         0.0118         0.0296         0.0296 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0237         0.0178         0.0178         0.0178         0.0178 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0178         0.0237         0.0592         0.0178         0.0059 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0178         0.0355         0.0355         0.0118         0.0059 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0237         0.0296         0.0355         0.0237         0.0237 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0237         0.0237         0.0118         0.0178         0.0059 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0178         0.0237         0.0178         0.0059         0.0000 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0237         0.0355         0.0178         0.0178         0.0237 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0000         0.0059         0.0237         0.0059         0.0178 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0237         0.0178         0.0118         0.0059         0.0355

## 
## Condición:  Item.Purchased = Shoes 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0400         0.0133         0.0067         0.0267         0.0000 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0267         0.0267         0.0333         0.0067         0.0333 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0200         0.0200         0.0133         0.0133         0.0267 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0000         0.0067         0.0200         0.0467         0.0200 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0200         0.0067         0.0267         0.0000         0.0133 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0133         0.0333         0.0267         0.0067         0.0267 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0333         0.0400         0.0067         0.0267         0.0200 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0200         0.0133         0.0133         0.0067         0.0333 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0000         0.0133         0.0533         0.0200         0.0333 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0333         0.0067         0.0133         0.0267         0.0133

## 
## Condición:  Item.Purchased = Shorts 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0191         0.0191         0.0127         0.0191         0.0382 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0064         0.0255         0.0127         0.0127         0.0127 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0127         0.0318         0.0255         0.0191         0.0255 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0191         0.0191         0.0127         0.0191         0.0064 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0127         0.0127         0.0255         0.0318         0.0318 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0255         0.0191         0.0318         0.0000         0.0255 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0064         0.0318         0.0255         0.0127         0.0064 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0382         0.0064         0.0127         0.0318         0.0064 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0191         0.0191         0.0000         0.0637         0.0318 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0382         0.0127         0.0255         0.0191         0.0064

## 
## Condición:  Item.Purchased = Skirt 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0380         0.0190         0.0253         0.0127         0.0253 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0316         0.0253         0.0127         0.0380         0.0127 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0190         0.0253         0.0127         0.0380         0.0063 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0000         0.0127         0.0127         0.0127         0.0443 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0127         0.0190         0.0696         0.0127         0.0253 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0127         0.0127         0.0190         0.0063         0.0127 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0127         0.0127         0.0127         0.0063         0.0380 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0127         0.0190         0.0316         0.0190         0.0127 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0190         0.0380         0.0063         0.0000         0.0127 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0316         0.0253         0.0190         0.0253         0.0190

## 
## Condición:  Item.Purchased = Sneakers 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0138         0.0207         0.0138         0.0069         0.0138 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0414         0.0000         0.0138         0.0276         0.0345 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0207         0.0276         0.0207         0.0069         0.0207 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0207         0.0000         0.0207         0.0207         0.0345 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0069         0.0207         0.0414         0.0276         0.0414 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0138         0.0000         0.0207         0.0069         0.0207 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0207         0.0069         0.0276         0.0069         0.0276 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0069         0.0345         0.0276         0.0069         0.0069 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0207         0.0207         0.0207         0.0276         0.0483 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0207         0.0207         0.0069         0.0207         0.0414

## 
## Condición:  Item.Purchased = Socks 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0126         0.0252         0.0189         0.0126         0.0063 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0000         0.0126         0.0314         0.0126         0.0440 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0063         0.0126         0.0252         0.0314         0.0063 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0189         0.0063         0.0189         0.0377         0.0252 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0252         0.0000         0.0126         0.0063         0.0189 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0377         0.0189         0.0440         0.0126         0.0252 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0252         0.0189         0.0189         0.0314         0.0314 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0314         0.0377         0.0252         0.0126         0.0189 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0314         0.0189         0.0063         0.0189         0.0252 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0189         0.0440         0.0000         0.0126         0.0063

## 
## Condición:  Item.Purchased = Sunglasses 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0186         0.0186         0.0186         0.0124         0.0311 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0124         0.0062         0.0124         0.0062         0.0186 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0124         0.0186         0.0000         0.0124         0.0062 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0186         0.0124         0.0186         0.0248         0.0311 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0186         0.0373         0.0311         0.0248         0.0373 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0124         0.0248         0.0248         0.0248         0.0311 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0373         0.0248         0.0186         0.0311         0.0062 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0248         0.0186         0.0248         0.0062         0.0062 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0186         0.0124         0.0311         0.0186         0.0186 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0186         0.0062         0.0497         0.0186         0.0311

## 
## Condición:  Item.Purchased = Sweater 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0122         0.0183         0.0305         0.0244         0.0244 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0183         0.0000         0.0183         0.0183         0.0122 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0183         0.0305         0.0427         0.0305         0.0427 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0000         0.0427         0.0305         0.0366         0.0122 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0122         0.0183         0.0061         0.0122         0.0183 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0427         0.0183         0.0244         0.0122         0.0183 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0183         0.0183         0.0305         0.0305         0.0183 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0061         0.0122         0.0244         0.0244         0.0244 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0061         0.0183         0.0244         0.0061         0.0427 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0122         0.0061         0.0061         0.0122         0.0122

## 
## Condición:  Item.Purchased = T-shirt 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0136         0.0272         0.0136         0.0136         0.0204 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0136         0.0204         0.0204         0.0204         0.0136 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0136         0.0272         0.0136         0.0272         0.0136 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0272         0.0000         0.0340         0.0136         0.0272 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0272         0.0204         0.0272         0.0136         0.0340 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0272         0.0068         0.0136         0.0204         0.0000 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0204         0.0272         0.0340         0.0136         0.0340 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0272         0.0272         0.0136         0.0068         0.0068 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0136         0.0272         0.0204         0.0136         0.0340 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0136         0.0204         0.0272         0.0408         0.0136

## 
## ======================================
## Calculando probabilidades condicionales P( Size | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##      L      M      S     XL 
## 0.2448 0.5315 0.1259 0.0979

## 
## Condición:  Item.Purchased = Belt 
##      L      M      S     XL 
## 0.2422 0.4099 0.2298 0.1180

## 
## Condición:  Item.Purchased = Blouse 
##      L      M      S     XL 
## 0.2690 0.4386 0.1696 0.1228

## 
## Condición:  Item.Purchased = Boots 
##      L      M      S     XL 
## 0.2778 0.4861 0.1458 0.0903

## 
## Condición:  Item.Purchased = Coat 
##      L      M      S     XL 
## 0.2795 0.4099 0.2236 0.0870

## 
## Condición:  Item.Purchased = Dress 
##      L      M      S     XL 
## 0.2831 0.4639 0.1627 0.0904

## 
## Condición:  Item.Purchased = Gloves 
##      L      M      S     XL 
## 0.2500 0.4714 0.1571 0.1214

## 
## Condición:  Item.Purchased = Handbag 
##      L      M      S     XL 
## 0.2222 0.4706 0.1895 0.1176

## 
## Condición:  Item.Purchased = Hat 
##      L      M      S     XL 
## 0.2662 0.4351 0.1494 0.1494

## 
## Condición:  Item.Purchased = Hoodie 
##      L      M      S     XL 
## 0.2649 0.4503 0.1722 0.1126

## 
## Condición:  Item.Purchased = Jacket 
##      L      M      S     XL 
## 0.2945 0.5031 0.1227 0.0798

## 
## Condición:  Item.Purchased = Jeans 
##      L      M      S     XL 
## 0.3145 0.3306 0.2097 0.1452

## 
## Condición:  Item.Purchased = Jewelry 
##      L      M      S     XL 
## 0.2281 0.4503 0.2164 0.1053

## 
## Condición:  Item.Purchased = Pants 
##      L      M      S     XL 
## 0.2690 0.4678 0.1462 0.1170

## 
## Condición:  Item.Purchased = Sandals 
##      L      M      S     XL 
## 0.2438 0.4688 0.1812 0.1062

## 
## Condición:  Item.Purchased = Scarf 
##      L      M      S     XL 
## 0.2866 0.4140 0.1783 0.1210

## 
## Condición:  Item.Purchased = Shirt 
##      L      M      S     XL 
## 0.2426 0.5089 0.1183 0.1302

## 
## Condición:  Item.Purchased = Shoes 
##      L      M      S     XL 
## 0.3133 0.4400 0.1467 0.1000

## 
## Condición:  Item.Purchased = Shorts 
##      L      M      S     XL 
## 0.2930 0.4268 0.1720 0.1083

## 
## Condición:  Item.Purchased = Skirt 
##      L      M      S     XL 
## 0.3354 0.4241 0.1709 0.0696

## 
## Condición:  Item.Purchased = Sneakers 
##      L      M      S     XL 
## 0.3172 0.3862 0.1448 0.1517

## 
## Condición:  Item.Purchased = Socks 
##      L      M      S     XL 
## 0.2516 0.4654 0.1635 0.1195

## 
## Condición:  Item.Purchased = Sunglasses 
##      L      M      S     XL 
## 0.2422 0.4534 0.2236 0.0807

## 
## Condición:  Item.Purchased = Sweater 
##      L      M      S     XL 
## 0.2561 0.4695 0.1646 0.1098

## 
## Condición:  Item.Purchased = T-shirt 
##      L      M      S     XL 
## 0.2789 0.4490 0.1633 0.1088

## 
## ======================================
## Calculando probabilidades condicionales P( Color | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0280    0.0769    0.0490    0.0280    0.0210    0.0490    0.0490    0.0629 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0559    0.0350    0.0350    0.0350    0.0280    0.0769    0.0420    0.0420 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0280    0.0210    0.0490    0.0420    0.0070    0.0280    0.0420    0.0280 
##    Yellow 
##    0.0420

## 
## Condición:  Item.Purchased = Belt 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0311    0.0186    0.0745    0.0248    0.0621    0.0435    0.0373    0.0435 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0559    0.0435    0.0497    0.0311    0.0621    0.0621    0.0311    0.0373 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0373    0.0311    0.0373    0.0559    0.0435    0.0311    0.0124    0.0062 
##    Yellow 
##    0.0373

## 
## Condición:  Item.Purchased = Blouse 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0526    0.0234    0.0292    0.0468    0.0526    0.0292    0.0234    0.0468 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0526    0.0292    0.0526    0.0526    0.0351    0.0175    0.0234    0.0409 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0468    0.0526    0.0351    0.0526    0.0351    0.0351    0.0702    0.0351 
##    Yellow 
##    0.0292

## 
## Condición:  Item.Purchased = Boots 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0208    0.0208    0.0417    0.0486    0.0208    0.0486    0.0208    0.0417 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0417    0.0486    0.0417    0.0486    0.0417    0.0556    0.0347    0.0208 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0486    0.0417    0.0278    0.0417    0.0625    0.0069    0.0833    0.0208 
##    Yellow 
##    0.0694

## 
## Condición:  Item.Purchased = Coat 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0497    0.0497    0.0497    0.0373    0.0311    0.0497    0.0311    0.0497 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0497    0.0248    0.0497    0.0373    0.0062    0.0621    0.0124    0.0311 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0311    0.0248    0.0248    0.0621    0.0435    0.0311    0.0621    0.0559 
##    Yellow 
##    0.0435

## 
## Condición:  Item.Purchased = Dress 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0361    0.0482    0.0301    0.0241    0.0723    0.0663    0.0542    0.0361 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0542    0.0301    0.0361    0.0181    0.0361    0.0482    0.0482    0.0361 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0181    0.0422    0.0361    0.0361    0.0663    0.0241    0.0241    0.0301 
##    Yellow 
##    0.0482

## 
## Condición:  Item.Purchased = Gloves 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0357    0.0286    0.0429    0.0143    0.0500    0.0714    0.0429    0.0357 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0500    0.0429    0.0071    0.0643    0.0214    0.0143    0.0357    0.0571 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0286    0.0286    0.0429    0.0643    0.0357    0.0714    0.0571    0.0214 
##    Yellow 
##    0.0357

## 
## Condición:  Item.Purchased = Handbag 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0523    0.0392    0.0458    0.0458    0.0784    0.0458    0.0392    0.0654 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0392    0.0196    0.0392    0.0392    0.0196    0.0327    0.0392    0.0261 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0261    0.0458    0.0458    0.0261    0.0196    0.0523    0.0196    0.0261 
##    Yellow 
##    0.0719

## 
## Condición:  Item.Purchased = Hat 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0519    0.0260    0.0390    0.0649    0.0455    0.0260    0.0130    0.0260 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0390    0.0390    0.0260    0.0584    0.0390    0.0390    0.0260    0.0649 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0325    0.0455    0.0455    0.0390    0.0714    0.0390    0.0260    0.0325 
##    Yellow 
##    0.0455

## 
## Condición:  Item.Purchased = Hoodie 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0331    0.0331    0.0199    0.0530    0.0530    0.0397    0.0530    0.0265 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0728    0.0331    0.0132    0.0397    0.0331    0.0464    0.0397    0.0265 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0861    0.0464    0.0331    0.0596    0.0265    0.0265    0.0265    0.0530 
##    Yellow 
##    0.0265

## 
## Condición:  Item.Purchased = Jacket 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0368    0.0123    0.0675    0.0368    0.0307    0.0491    0.0368    0.0429 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0368    0.0429    0.0491    0.0429    0.0429    0.0552    0.0368    0.0184 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0491    0.0491    0.0368    0.0245    0.0429    0.0491    0.0368    0.0368 
##    Yellow 
##    0.0368

## 
## Condición:  Item.Purchased = Jeans 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0323    0.0161    0.0403    0.0403    0.0403    0.0161    0.0242    0.0242 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0403    0.0403    0.0403    0.0565    0.0403    0.0323    0.0484    0.0242 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0484    0.0323    0.0323    0.0726    0.0806    0.0484    0.0565    0.0242 
##    Yellow 
##    0.0484

## 
## Condición:  Item.Purchased = Jewelry 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0234    0.0409    0.0292    0.0468    0.0234    0.0292    0.0234    0.0819 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0234    0.0760    0.0409    0.0468    0.0468    0.0526    0.0292    0.0643 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0175    0.0175    0.0643    0.0351    0.0526    0.0175    0.0234    0.0409 
##    Yellow 
##    0.0526

## 
## Condición:  Item.Purchased = Pants 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0234    0.0526    0.0234    0.0117    0.0702    0.0702    0.0351    0.0234 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0351    0.0526    0.0292    0.0234    0.0351    0.0117    0.0526    0.0351 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0351    0.0409    0.0409    0.0468    0.0585    0.0702    0.0351    0.0292 
##    Yellow 
##    0.0585

## 
## Condición:  Item.Purchased = Sandals 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0688    0.0437    0.0688    0.0375    0.0250    0.0437    0.0187    0.0437 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0312    0.0187    0.0562    0.0125    0.0250    0.0312    0.0625    0.0250 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0312    0.0750    0.0312    0.0500    0.0625    0.0375    0.0437    0.0125 
##    Yellow 
##    0.0437

## 
## Condición:  Item.Purchased = Scarf 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0255    0.0382    0.0637    0.0255    0.0382    0.0064    0.0446    0.0255 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0573    0.0382    0.0382    0.0573    0.0127    0.0701    0.0510    0.0637 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0446    0.0191    0.0127    0.0446    0.0255    0.0318    0.0764    0.0510 
##    Yellow 
##    0.0382

## 
## Condición:  Item.Purchased = Shirt 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0355    0.0533    0.0296    0.0355    0.0237    0.0355    0.0414    0.0355 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0414    0.0296    0.0355    0.0355    0.0592    0.0296    0.0592    0.0414 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0296    0.0296    0.0296    0.0592    0.0592    0.0473    0.0533    0.0414 
##    Yellow 
##    0.0296

## 
## Condición:  Item.Purchased = Shoes 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0200    0.0400    0.0400    0.0467    0.0267    0.0267    0.0733    0.0333 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0533    0.0200    0.0400    0.0267    0.0800    0.0667    0.0200    0.0333 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0467    0.0333    0.0267    0.0400    0.0267    0.0467    0.0400    0.0600 
##    Yellow 
##    0.0333

## 
## Condición:  Item.Purchased = Shorts 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0382    0.0573    0.0318    0.0510    0.0255    0.0637    0.0446    0.0446 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0446    0.0191    0.0255    0.0318    0.0446    0.0446    0.0318    0.0382 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0382    0.0382    0.0318    0.0127    0.0510    0.0382    0.0446    0.0255 
##    Yellow 
##    0.0828

## 
## Condición:  Item.Purchased = Skirt 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0380    0.0949    0.0190    0.0316    0.0253    0.0380    0.0316    0.0443 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0380    0.0253    0.0380    0.0253    0.0506    0.0316    0.0443    0.0570 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0443    0.0316    0.0506    0.0253    0.0759    0.0190    0.0380    0.0570 
##    Yellow 
##    0.0253

## 
## Condición:  Item.Purchased = Sneakers 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0483    0.0621    0.0138    0.0276    0.0276    0.0621    0.0483    0.0345 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0345    0.0828    0.0069    0.0621    0.0276    0.0552    0.0414    0.0414 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0621    0.0276    0.0207    0.0552    0.0276    0.0207    0.0345    0.0207 
##    Yellow 
##    0.0552

## 
## Condición:  Item.Purchased = Socks 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0566    0.0629    0.0252    0.0314    0.0314    0.0189    0.0314    0.0189 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0377    0.0566    0.0440    0.0314    0.0566    0.0440    0.0189    0.0566 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0566    0.0566    0.0629    0.0629    0.0126    0.0126    0.0440    0.0377 
##    Yellow 
##    0.0314

## 
## Condición:  Item.Purchased = Sunglasses 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0373    0.0621    0.0373    0.0311    0.0373    0.0373    0.0186    0.0373 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0248    0.0373    0.0745    0.0435    0.0311    0.0745    0.0311    0.0186 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0373    0.0497    0.0497    0.0248    0.0435    0.0559    0.0124    0.0559 
##    Yellow 
##    0.0373

## 
## Condición:  Item.Purchased = Sweater 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0488    0.0305    0.0305    0.0366    0.0305    0.0732    0.0305    0.0427 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0366    0.0122    0.0183    0.0183    0.0732    0.0427    0.0671    0.0366 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0244    0.0366    0.0305    0.0366    0.0610    0.0549    0.0366    0.0488 
##    Yellow 
##    0.0427

## 
## Condición:  Item.Purchased = T-shirt 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0136    0.0340    0.0340    0.0272    0.0340    0.0204    0.0204    0.0476 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0408    0.0476    0.0476    0.0476    0.0612    0.0408    0.0612    0.0136 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0408    0.0476    0.0476    0.0476    0.0068    0.0340    0.0748    0.0544 
##    Yellow 
##    0.0544

## 
## ======================================
## Calculando probabilidades condicionales P( Season | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##   Fall Spring Summer Winter 
## 0.2378 0.2727 0.3147 0.1748

## 
## Condición:  Item.Purchased = Belt 
##   Fall Spring Summer Winter 
## 0.2547 0.2547 0.2422 0.2484

## 
## Condición:  Item.Purchased = Blouse 
##   Fall Spring Summer Winter 
## 0.2456 0.2690 0.2515 0.2339

## 
## Condición:  Item.Purchased = Boots 
##   Fall Spring Summer Winter 
## 0.2431 0.2778 0.2639 0.2153

## 
## Condición:  Item.Purchased = Coat 
##   Fall Spring Summer Winter 
## 0.2112 0.2857 0.2609 0.2422

## 
## Condición:  Item.Purchased = Dress 
##   Fall Spring Summer Winter 
## 0.2169 0.2590 0.2831 0.2410

## 
## Condición:  Item.Purchased = Gloves 
##   Fall Spring Summer Winter 
## 0.2643 0.3000 0.2071 0.2286

## 
## Condición:  Item.Purchased = Handbag 
##   Fall Spring Summer Winter 
## 0.3137 0.2353 0.2288 0.2222

## 
## Condición:  Item.Purchased = Hat 
##   Fall Spring Summer Winter 
## 0.3247 0.1753 0.2403 0.2597

## 
## Condición:  Item.Purchased = Hoodie 
##   Fall Spring Summer Winter 
## 0.2384 0.2384 0.2053 0.3179

## 
## Condición:  Item.Purchased = Jacket 
##   Fall Spring Summer Winter 
## 0.3313 0.2147 0.2025 0.2515

## 
## Condición:  Item.Purchased = Jeans 
##   Fall Spring Summer Winter 
## 0.2581 0.2581 0.2500 0.2339

## 
## Condición:  Item.Purchased = Jewelry 
##   Fall Spring Summer Winter 
## 0.2047 0.2456 0.2749 0.2749

## 
## Condición:  Item.Purchased = Pants 
##   Fall Spring Summer Winter 
## 0.2222 0.1871 0.2924 0.2982

## 
## Condición:  Item.Purchased = Sandals 
##   Fall Spring Summer Winter 
##  0.275  0.275  0.250  0.200

## 
## Condición:  Item.Purchased = Scarf 
##   Fall Spring Summer Winter 
## 0.2548 0.2611 0.2739 0.2102

## 
## Condición:  Item.Purchased = Shirt 
##   Fall Spring Summer Winter 
## 0.2308 0.2485 0.2249 0.2959

## 
## Condición:  Item.Purchased = Shoes 
##   Fall Spring Summer Winter 
## 0.1733 0.2667 0.3067 0.2533

## 
## Condición:  Item.Purchased = Shorts 
##   Fall Spring Summer Winter 
## 0.2229 0.2994 0.2548 0.2229

## 
## Condición:  Item.Purchased = Skirt 
##   Fall Spring Summer Winter 
## 0.2911 0.2911 0.1772 0.2405

## 
## Condición:  Item.Purchased = Sneakers 
##   Fall Spring Summer Winter 
## 0.2138 0.2690 0.2483 0.2690

## 
## Condición:  Item.Purchased = Socks 
##   Fall Spring Summer Winter 
## 0.2642 0.2516 0.2642 0.2201

## 
## Condición:  Item.Purchased = Sunglasses 
##   Fall Spring Summer Winter 
## 0.2422 0.2050 0.2298 0.3230

## 
## Condición:  Item.Purchased = Sweater 
##   Fall Spring Summer Winter 
## 0.2561 0.3171 0.1707 0.2561

## 
## Condición:  Item.Purchased = T-shirt 
##   Fall Spring Summer Winter 
## 0.2653 0.2585 0.2041 0.2721

## 
## ======================================
## Calculando probabilidades condicionales P( Review.Rating | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0070 0.0350 0.0280 0.0280 0.0490 0.0490 0.0559 0.0280 0.0420 0.0699 0.0629 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0420 0.0280 0.0280 0.0420 0.0420 0.0210 0.0629 0.0210 0.0210 0.0559 0.0350 
##    4.7    4.8    4.9    5.0 
## 0.0629 0.0350 0.0420 0.0070

## 
## Condición:  Item.Purchased = Belt 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0311 0.0435 0.0186 0.0373 0.0311 0.0559 0.0373 0.0497 0.0497 0.0559 0.0311 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0435 0.0186 0.0311 0.0311 0.0435 0.0435 0.0248 0.0497 0.0311 0.0311 0.0683 
##    4.7    4.8    4.9    5.0 
## 0.0062 0.0559 0.0559 0.0248

## 
## Condición:  Item.Purchased = Blouse 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0585 0.0468 0.0292 0.0292 0.0819 0.0643 0.0351 0.0643 0.0292 0.0351 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0175 0.0351 0.0351 0.0409 0.1053 0.0117 0.0468 0.0234 0.0292 0.0117 0.0292 
##    4.7    4.8    4.9    5.0 
## 0.0351 0.0409 0.0409 0.0234

## 
## Condición:  Item.Purchased = Boots 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0208 0.0486 0.0486 0.0139 0.0208 0.0694 0.0278 0.0347 0.0278 0.0347 0.0139 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0556 0.0278 0.0417 0.0347 0.0625 0.0694 0.0694 0.0000 0.0347 0.0278 0.0278 
##    4.7    4.8    4.9    5.0 
## 0.0139 0.0625 0.0972 0.0139

## 
## Condición:  Item.Purchased = Coat 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0124 0.0497 0.0497 0.0497 0.0559 0.0124 0.0373 0.0435 0.0124 0.0186 0.0435 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0373 0.0559 0.0248 0.0745 0.0435 0.0683 0.0373 0.0559 0.0497 0.0248 0.0373 
##    4.7    4.8    4.9    5.0 
## 0.0435 0.0311 0.0124 0.0186

## 
## Condición:  Item.Purchased = Dress 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0120 0.0181 0.0361 0.0301 0.0482 0.0422 0.0422 0.0422 0.0602 0.0602 0.0301 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0602 0.0783 0.0301 0.0241 0.0120 0.0301 0.0542 0.0301 0.0422 0.0301 0.0361 
##    4.7    4.8    4.9    5.0 
## 0.0723 0.0181 0.0422 0.0181

## 
## Condición:  Item.Purchased = Gloves 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0357 0.0286 0.0214 0.0500 0.0357 0.0143 0.0071 0.0214 0.0286 0.0500 0.0071 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0571 0.0429 0.0429 0.0786 0.0214 0.0643 0.0357 0.0643 0.0214 0.0429 0.0857 
##    4.7    4.8    4.9    5.0 
## 0.0714 0.0214 0.0286 0.0214

## 
## Condición:  Item.Purchased = Handbag 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0196 0.0458 0.0392 0.0261 0.0523 0.0392 0.0261 0.0196 0.0458 0.0327 0.0458 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0458 0.0588 0.0523 0.0196 0.0327 0.0392 0.0327 0.0392 0.0654 0.0458 0.0392 
##    4.7    4.8    4.9    5.0 
## 0.0261 0.0523 0.0392 0.0196

## 
## Condición:  Item.Purchased = Hat 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0065 0.0260 0.0195 0.0130 0.0390 0.0455 0.0714 0.0390 0.0390 0.0519 0.0584 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0195 0.0195 0.0455 0.0455 0.0974 0.0325 0.0195 0.0519 0.0519 0.0325 0.0455 
##    4.7    4.8    4.9    5.0 
## 0.0519 0.0325 0.0260 0.0195

## 
## Condición:  Item.Purchased = Hoodie 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0199 0.0397 0.0530 0.0397 0.0331 0.0530 0.0662 0.0331 0.0265 0.0662 0.0265 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0132 0.0596 0.0397 0.0265 0.0265 0.0464 0.0530 0.0464 0.0199 0.0066 0.0530 
##    4.7    4.8    4.9    5.0 
## 0.0331 0.0331 0.0596 0.0265

## 
## Condición:  Item.Purchased = Jacket 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0307 0.0184 0.0245 0.0429 0.0491 0.0307 0.0552 0.0368 0.0613 0.0245 0.0429 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0429 0.0429 0.0245 0.0245 0.0491 0.0061 0.0675 0.0675 0.0736 0.0184 0.0552 
##    4.7    4.8    4.9    5.0 
## 0.0307 0.0245 0.0368 0.0184

## 
## Condición:  Item.Purchased = Jeans 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0161 0.0565 0.0726 0.0484 0.0323 0.0242 0.0484 0.0323 0.0565 0.0645 0.0242 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0242 0.0403 0.0484 0.0403 0.0565 0.0484 0.0242 0.0242 0.0484 0.0242 0.0484 
##    4.7    4.8    4.9    5.0 
## 0.0242 0.0242 0.0323 0.0161

## 
## Condición:  Item.Purchased = Jewelry 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0175 0.0409 0.0351 0.0526 0.0175 0.0526 0.0468 0.0351 0.0351 0.0643 0.0351 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0351 0.0175 0.0351 0.0468 0.0292 0.0351 0.0468 0.0409 0.0643 0.0585 0.0175 
##    4.7    4.8    4.9    5.0 
## 0.0643 0.0292 0.0351 0.0117

## 
## Condición:  Item.Purchased = Pants 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0117 0.0468 0.0292 0.0585 0.0526 0.0292 0.0351 0.0409 0.0760 0.0351 0.0351 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0351 0.0292 0.0585 0.0351 0.0468 0.0351 0.0292 0.0292 0.0351 0.0409 0.0351 
##    4.7    4.8    4.9    5.0 
## 0.0409 0.0234 0.0585 0.0175

## 
## Condición:  Item.Purchased = Sandals 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0125 0.0437 0.0688 0.0187 0.0500 0.0063 0.0187 0.0375 0.0437 0.0312 0.0437 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0250 0.0312 0.0437 0.0250 0.0562 0.0437 0.0312 0.0500 0.0500 0.0437 0.0688 
##    4.7    4.8    4.9    5.0 
## 0.0250 0.0500 0.0437 0.0375

## 
## Condición:  Item.Purchased = Scarf 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0127 0.0510 0.0573 0.0446 0.0446 0.0191 0.0382 0.0764 0.0318 0.0446 0.0382 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0510 0.0318 0.0382 0.0191 0.0510 0.0318 0.0255 0.0255 0.0382 0.0637 0.0446 
##    4.7    4.8    4.9    5.0 
## 0.0446 0.0191 0.0382 0.0191

## 
## Condición:  Item.Purchased = Shirt 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0237 0.0473 0.0473 0.0414 0.0710 0.0710 0.0296 0.0237 0.0355 0.0651 0.0533 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0355 0.0473 0.0237 0.0414 0.0118 0.0473 0.0710 0.0178 0.0178 0.0178 0.0473 
##    4.7    4.8    4.9    5.0 
## 0.0237 0.0237 0.0414 0.0237

## 
## Condición:  Item.Purchased = Shoes 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0067 0.0667 0.0200 0.0133 0.0400 0.0400 0.0533 0.0667 0.0467 0.0333 0.0267 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0267 0.0667 0.0333 0.0533 0.0467 0.0533 0.0267 0.0133 0.0467 0.0467 0.0400 
##    4.7    4.8    4.9    5.0 
## 0.0400 0.0600 0.0333 0.0000

## 
## Condición:  Item.Purchased = Shorts 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0127 0.0318 0.0892 0.0446 0.0318 0.0446 0.0382 0.0191 0.0191 0.0382 0.0510 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0764 0.0446 0.0255 0.0318 0.0573 0.0255 0.0318 0.0573 0.0382 0.0255 0.0382 
##    4.7    4.8    4.9    5.0 
## 0.0255 0.0255 0.0382 0.0382

## 
## Condición:  Item.Purchased = Skirt 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0253 0.0253 0.0190 0.0633 0.0316 0.0190 0.0443 0.0380 0.0253 0.0443 0.0316 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0633 0.0380 0.0253 0.0759 0.0380 0.0506 0.0570 0.0443 0.0443 0.0316 0.0380 
##    4.7    4.8    4.9    5.0 
## 0.0316 0.0506 0.0316 0.0127

## 
## Condición:  Item.Purchased = Sneakers 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0276 0.0207 0.0276 0.0138 0.0690 0.0552 0.0207 0.0414 0.0276 0.0690 0.0276 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0207 0.0414 0.0552 0.0690 0.0552 0.0483 0.0690 0.0138 0.0276 0.0138 0.0690 
##    4.7    4.8    4.9    5.0 
## 0.0414 0.0345 0.0345 0.0069

## 
## Condición:  Item.Purchased = Socks 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0189 0.0314 0.0314 0.0189 0.0755 0.0440 0.0314 0.0440 0.0377 0.0629 0.0440 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0377 0.0314 0.0252 0.0440 0.0314 0.0189 0.0755 0.0314 0.0377 0.0629 0.0377 
##    4.7    4.8    4.9    5.0 
## 0.0440 0.0377 0.0314 0.0126

## 
## Condición:  Item.Purchased = Sunglasses 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0124 0.0373 0.0435 0.0311 0.0435 0.0559 0.0373 0.0435 0.0248 0.0435 0.0932 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0435 0.0248 0.0248 0.0311 0.0497 0.0186 0.0311 0.0373 0.0559 0.0311 0.0373 
##    4.7    4.8    4.9    5.0 
## 0.0311 0.0435 0.0621 0.0124

## 
## Condición:  Item.Purchased = Sweater 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0183 0.0671 0.0305 0.0305 0.0427 0.0488 0.0244 0.0549 0.0061 0.0305 0.0305 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0305 0.0549 0.0488 0.0549 0.0549 0.0183 0.0244 0.0549 0.0427 0.0488 0.0427 
##    4.7    4.8    4.9    5.0 
## 0.0183 0.0549 0.0610 0.0061

## 
## Condición:  Item.Purchased = T-shirt 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0136 0.0408 0.0340 0.0272 0.0408 0.0272 0.0476 0.0340 0.0476 0.0544 0.0612 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0136 0.0340 0.0340 0.0408 0.0408 0.0544 0.0476 0.0476 0.0204 0.0544 0.0476 
##    4.7    4.8    4.9    5.0 
## 0.0476 0.0408 0.0408 0.0068

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##     No    Yes 
## 0.6993 0.3007

## 
## Condición:  Item.Purchased = Belt 
##     No    Yes 
## 0.7578 0.2422

## 
## Condición:  Item.Purchased = Blouse 
##     No    Yes 
## 0.8363 0.1637

## 
## Condición:  Item.Purchased = Boots 
##     No    Yes 
## 0.7083 0.2917

## 
## Condición:  Item.Purchased = Coat 
##     No    Yes 
## 0.6832 0.3168

## 
## Condición:  Item.Purchased = Dress 
##     No    Yes 
## 0.7108 0.2892

## 
## Condición:  Item.Purchased = Gloves 
##     No    Yes 
## 0.7286 0.2714

## 
## Condición:  Item.Purchased = Handbag 
##     No    Yes 
## 0.7451 0.2549

## 
## Condición:  Item.Purchased = Hat 
##     No    Yes 
## 0.6948 0.3052

## 
## Condición:  Item.Purchased = Hoodie 
##     No    Yes 
## 0.7152 0.2848

## 
## Condición:  Item.Purchased = Jacket 
##     No    Yes 
## 0.7546 0.2454

## 
## Condición:  Item.Purchased = Jeans 
##     No    Yes 
## 0.6855 0.3145

## 
## Condición:  Item.Purchased = Jewelry 
##     No    Yes 
## 0.7485 0.2515

## 
## Condición:  Item.Purchased = Pants 
##     No    Yes 
## 0.7135 0.2865

## 
## Condición:  Item.Purchased = Sandals 
##   No  Yes 
## 0.75 0.25

## 
## Condición:  Item.Purchased = Scarf 
##     No    Yes 
## 0.7325 0.2675

## 
## Condición:  Item.Purchased = Shirt 
##     No    Yes 
## 0.7278 0.2722

## 
## Condición:  Item.Purchased = Shoes 
##  No Yes 
## 0.7 0.3

## 
## Condición:  Item.Purchased = Shorts 
##     No    Yes 
## 0.7197 0.2803

## 
## Condición:  Item.Purchased = Skirt 
##     No    Yes 
## 0.7532 0.2468

## 
## Condición:  Item.Purchased = Sneakers 
##     No    Yes 
## 0.6966 0.3034

## 
## Condición:  Item.Purchased = Socks 
##     No    Yes 
## 0.7862 0.2138

## 
## Condición:  Item.Purchased = Sunglasses 
##     No    Yes 
## 0.7329 0.2671

## 
## Condición:  Item.Purchased = Sweater 
##     No    Yes 
## 0.6829 0.3171

## 
## Condición:  Item.Purchased = T-shirt 
##     No    Yes 
## 0.7619 0.2381

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1608        0.1608        0.1748        0.1538        0.1608 
##         Venmo 
##        0.1888

## 
## Condición:  Item.Purchased = Belt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1366        0.1739        0.1988        0.1739        0.1180 
##         Venmo 
##        0.1988

## 
## Condición:  Item.Purchased = Blouse 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1871        0.1111        0.2047        0.1404        0.1520 
##         Venmo 
##        0.2047

## 
## Condición:  Item.Purchased = Boots 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1250        0.1389        0.0972        0.2431        0.1944 
##         Venmo 
##        0.2014

## 
## Condición:  Item.Purchased = Coat 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1553        0.1739        0.1553        0.2050        0.1553 
##         Venmo 
##        0.1553

## 
## Condición:  Item.Purchased = Dress 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1566        0.1145        0.1928        0.1566        0.1807 
##         Venmo 
##        0.1988

## 
## Condición:  Item.Purchased = Gloves 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1929        0.2000        0.1929        0.1000        0.1786 
##         Venmo 
##        0.1357

## 
## Condición:  Item.Purchased = Handbag 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1438        0.1569        0.1895        0.2026        0.1895 
##         Venmo 
##        0.1176

## 
## Condición:  Item.Purchased = Hat 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1494        0.1364        0.1818        0.2013        0.1623 
##         Venmo 
##        0.1688

## 
## Condición:  Item.Purchased = Hoodie 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1854        0.1589        0.1788        0.1854        0.1258 
##         Venmo 
##        0.1656

## 
## Condición:  Item.Purchased = Jacket 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1227        0.2086        0.1411        0.1718        0.1656 
##         Venmo 
##        0.1902

## 
## Condición:  Item.Purchased = Jeans 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1613        0.2258        0.1210        0.2016        0.1290 
##         Venmo 
##        0.1613

## 
## Condición:  Item.Purchased = Jewelry 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1345        0.1930        0.1813        0.1287        0.1988 
##         Venmo 
##        0.1637

## 
## Condición:  Item.Purchased = Pants 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1637        0.1520        0.2105        0.1345        0.1871 
##         Venmo 
##        0.1520

## 
## Condición:  Item.Purchased = Sandals 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1437        0.2625        0.1187        0.1562        0.1750 
##         Venmo 
##        0.1437

## 
## Condición:  Item.Purchased = Scarf 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2166        0.1401        0.2038        0.1720        0.1146 
##         Venmo 
##        0.1529

## 
## Condición:  Item.Purchased = Shirt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1657        0.1716        0.1361        0.1598        0.1834 
##         Venmo 
##        0.1834

## 
## Condición:  Item.Purchased = Shoes 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2400        0.1267        0.1867        0.0867        0.2067 
##         Venmo 
##        0.1533

## 
## Condición:  Item.Purchased = Shorts 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1720        0.1975        0.1911        0.1847        0.0955 
##         Venmo 
##        0.1592

## 
## Condición:  Item.Purchased = Skirt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1709        0.1646        0.1582        0.1835        0.1772 
##         Venmo 
##        0.1456

## 
## Condición:  Item.Purchased = Sneakers 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1448        0.1655        0.1586        0.1241        0.1793 
##         Venmo 
##        0.2276

## 
## Condición:  Item.Purchased = Socks 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1635        0.1698        0.1887        0.2013        0.1698 
##         Venmo 
##        0.1069

## 
## Condición:  Item.Purchased = Sunglasses 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1491        0.1304        0.2547        0.1242        0.1615 
##         Venmo 
##        0.1801

## 
## Condición:  Item.Purchased = Sweater 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1402        0.1585        0.1768        0.1280        0.2012 
##         Venmo 
##        0.1951

## 
## Condición:  Item.Purchased = T-shirt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1769        0.1769        0.2517        0.1497        0.1156 
##         Venmo 
##        0.1293

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1748         0.1818         0.1119         0.1888         0.1608 
##   Store Pickup 
##         0.1818

## 
## Condición:  Item.Purchased = Belt 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1863         0.1553         0.1801         0.1553         0.1863 
##   Store Pickup 
##         0.1366

## 
## Condición:  Item.Purchased = Blouse 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1520         0.1579         0.1696         0.1813         0.1579 
##   Store Pickup 
##         0.1813

## 
## Condición:  Item.Purchased = Boots 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1736         0.1181         0.1944         0.1736         0.1875 
##   Store Pickup 
##         0.1528

## 
## Condición:  Item.Purchased = Coat 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1429         0.1988         0.1429         0.1739         0.1366 
##   Store Pickup 
##         0.2050

## 
## Condición:  Item.Purchased = Dress 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1867         0.1386         0.1807         0.1928         0.1506 
##   Store Pickup 
##         0.1506

## 
## Condición:  Item.Purchased = Gloves 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1357         0.2071         0.1786         0.1929         0.1357 
##   Store Pickup 
##         0.1500

## 
## Condición:  Item.Purchased = Handbag 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1830         0.1503         0.1307         0.1765         0.1699 
##   Store Pickup 
##         0.1895

## 
## Condición:  Item.Purchased = Hat 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1883         0.2013         0.1623         0.1364         0.1558 
##   Store Pickup 
##         0.1558

## 
## Condición:  Item.Purchased = Hoodie 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1656         0.2053         0.1788         0.1457         0.1391 
##   Store Pickup 
##         0.1656

## 
## Condición:  Item.Purchased = Jacket 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1656         0.1534         0.2515         0.1411         0.1656 
##   Store Pickup 
##         0.1227

## 
## Condición:  Item.Purchased = Jeans 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1452         0.1935         0.1532         0.1532         0.2097 
##   Store Pickup 
##         0.1452

## 
## Condición:  Item.Purchased = Jewelry 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1579         0.1754         0.1462         0.1462         0.1871 
##   Store Pickup 
##         0.1871

## 
## Condición:  Item.Purchased = Pants 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1462         0.2105         0.1871         0.1696         0.1228 
##   Store Pickup 
##         0.1637

## 
## Condición:  Item.Purchased = Sandals 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1375         0.1875         0.1812         0.1938         0.1125 
##   Store Pickup 
##         0.1875

## 
## Condición:  Item.Purchased = Scarf 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2038         0.1083         0.1338         0.1465         0.1720 
##   Store Pickup 
##         0.2357

## 
## Condición:  Item.Purchased = Shirt 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1716         0.1538         0.1657         0.1361         0.1953 
##   Store Pickup 
##         0.1775

## 
## Condición:  Item.Purchased = Shoes 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1400         0.1733         0.2333         0.1067         0.1733 
##   Store Pickup 
##         0.1733

## 
## Condición:  Item.Purchased = Shorts 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1401         0.1911         0.1783         0.1592         0.1847 
##   Store Pickup 
##         0.1465

## 
## Condición:  Item.Purchased = Skirt 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1456         0.1203         0.1709         0.1329         0.2532 
##   Store Pickup 
##         0.1772

## 
## Condición:  Item.Purchased = Sneakers 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1517         0.1586         0.2069         0.1448         0.2000 
##   Store Pickup 
##         0.1379

## 
## Condición:  Item.Purchased = Socks 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2201         0.1006         0.1698         0.2075         0.1635 
##   Store Pickup 
##         0.1384

## 
## Condición:  Item.Purchased = Sunglasses 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.0994         0.1366         0.2112         0.2236         0.1677 
##   Store Pickup 
##         0.1615

## 
## Condición:  Item.Purchased = Sweater 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1768         0.2012         0.0976         0.1951         0.1402 
##   Store Pickup 
##         0.1890

## 
## Condición:  Item.Purchased = T-shirt 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1224         0.1701         0.2109         0.1769         0.1769 
##   Store Pickup 
##         0.1429

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##     No    Yes 
## 0.5524 0.4476

## 
## Condición:  Item.Purchased = Belt 
##     No    Yes 
## 0.5528 0.4472

## 
## Condición:  Item.Purchased = Blouse 
##     No    Yes 
## 0.6608 0.3392

## 
## Condición:  Item.Purchased = Boots 
##     No    Yes 
## 0.5347 0.4653

## 
## Condición:  Item.Purchased = Coat 
##     No    Yes 
## 0.5093 0.4907

## 
## Condición:  Item.Purchased = Dress 
##     No    Yes 
## 0.5482 0.4518

## 
## Condición:  Item.Purchased = Gloves 
##     No    Yes 
## 0.5714 0.4286

## 
## Condición:  Item.Purchased = Handbag 
##     No    Yes 
## 0.6013 0.3987

## 
## Condición:  Item.Purchased = Hat 
##  No Yes 
## 0.5 0.5

## 
## Condición:  Item.Purchased = Hoodie 
##     No    Yes 
## 0.5497 0.4503

## 
## Condición:  Item.Purchased = Jacket 
##     No    Yes 
## 0.6012 0.3988

## 
## Condición:  Item.Purchased = Jeans 
##     No    Yes 
## 0.5403 0.4597

## 
## Condición:  Item.Purchased = Jewelry 
##     No    Yes 
## 0.5556 0.4444

## 
## Condición:  Item.Purchased = Pants 
##     No    Yes 
## 0.5263 0.4737

## 
## Condición:  Item.Purchased = Sandals 
##     No    Yes 
## 0.6312 0.3688

## 
## Condición:  Item.Purchased = Scarf 
##     No    Yes 
## 0.5732 0.4268

## 
## Condición:  Item.Purchased = Shirt 
##     No    Yes 
## 0.5799 0.4201

## 
## Condición:  Item.Purchased = Shoes 
##     No    Yes 
## 0.5933 0.4067

## 
## Condición:  Item.Purchased = Shorts 
##     No    Yes 
## 0.5669 0.4331

## 
## Condición:  Item.Purchased = Skirt 
##     No    Yes 
## 0.6139 0.3861

## 
## Condición:  Item.Purchased = Sneakers 
##     No    Yes 
## 0.5034 0.4966

## 
## Condición:  Item.Purchased = Socks 
##    No   Yes 
## 0.673 0.327

## 
## Condición:  Item.Purchased = Sunglasses 
##     No    Yes 
## 0.5901 0.4099

## 
## Condición:  Item.Purchased = Sweater 
##     No    Yes 
## 0.5183 0.4817

## 
## Condición:  Item.Purchased = T-shirt 
##    No   Yes 
## 0.585 0.415

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##     No    Yes 
## 0.5524 0.4476

## 
## Condición:  Item.Purchased = Belt 
##     No    Yes 
## 0.5528 0.4472

## 
## Condición:  Item.Purchased = Blouse 
##     No    Yes 
## 0.6608 0.3392

## 
## Condición:  Item.Purchased = Boots 
##     No    Yes 
## 0.5347 0.4653

## 
## Condición:  Item.Purchased = Coat 
##     No    Yes 
## 0.5093 0.4907

## 
## Condición:  Item.Purchased = Dress 
##     No    Yes 
## 0.5482 0.4518

## 
## Condición:  Item.Purchased = Gloves 
##     No    Yes 
## 0.5714 0.4286

## 
## Condición:  Item.Purchased = Handbag 
##     No    Yes 
## 0.6013 0.3987

## 
## Condición:  Item.Purchased = Hat 
##  No Yes 
## 0.5 0.5

## 
## Condición:  Item.Purchased = Hoodie 
##     No    Yes 
## 0.5497 0.4503

## 
## Condición:  Item.Purchased = Jacket 
##     No    Yes 
## 0.6012 0.3988

## 
## Condición:  Item.Purchased = Jeans 
##     No    Yes 
## 0.5403 0.4597

## 
## Condición:  Item.Purchased = Jewelry 
##     No    Yes 
## 0.5556 0.4444

## 
## Condición:  Item.Purchased = Pants 
##     No    Yes 
## 0.5263 0.4737

## 
## Condición:  Item.Purchased = Sandals 
##     No    Yes 
## 0.6312 0.3688

## 
## Condición:  Item.Purchased = Scarf 
##     No    Yes 
## 0.5732 0.4268

## 
## Condición:  Item.Purchased = Shirt 
##     No    Yes 
## 0.5799 0.4201

## 
## Condición:  Item.Purchased = Shoes 
##     No    Yes 
## 0.5933 0.4067

## 
## Condición:  Item.Purchased = Shorts 
##     No    Yes 
## 0.5669 0.4331

## 
## Condición:  Item.Purchased = Skirt 
##     No    Yes 
## 0.6139 0.3861

## 
## Condición:  Item.Purchased = Sneakers 
##     No    Yes 
## 0.5034 0.4966

## 
## Condición:  Item.Purchased = Socks 
##    No   Yes 
## 0.673 0.327

## 
## Condición:  Item.Purchased = Sunglasses 
##     No    Yes 
## 0.5901 0.4099

## 
## Condición:  Item.Purchased = Sweater 
##     No    Yes 
## 0.5183 0.4817

## 
## Condición:  Item.Purchased = T-shirt 
##    No   Yes 
## 0.585 0.415

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1608        0.1678        0.1538        0.1958        0.1748 
##         Venmo 
##        0.1469

## 
## Condición:  Item.Purchased = Belt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1429        0.2174        0.2236        0.1615        0.1242 
##         Venmo 
##        0.1304

## 
## Condición:  Item.Purchased = Blouse 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1287        0.1813        0.2164        0.1637        0.1404 
##         Venmo 
##        0.1696

## 
## Condición:  Item.Purchased = Boots 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1250        0.1528        0.1806        0.2153        0.1458 
##         Venmo 
##        0.1806

## 
## Condición:  Item.Purchased = Coat 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1366        0.1429        0.1553        0.1553        0.2112 
##         Venmo 
##        0.1988

## 
## Condición:  Item.Purchased = Dress 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1325        0.1627        0.2108        0.1807        0.1506 
##         Venmo 
##        0.1627

## 
## Condición:  Item.Purchased = Gloves 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1643        0.2000        0.1357        0.1500        0.1857 
##         Venmo 
##        0.1643

## 
## Condición:  Item.Purchased = Handbag 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1503        0.1569        0.1373        0.1176        0.2353 
##         Venmo 
##        0.2026

## 
## Condición:  Item.Purchased = Hat 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1494        0.1948        0.1753        0.1558        0.1753 
##         Venmo 
##        0.1494

## 
## Condición:  Item.Purchased = Hoodie 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1656        0.1722        0.1722        0.2053        0.1523 
##         Venmo 
##        0.1325

## 
## Condición:  Item.Purchased = Jacket 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2025        0.1718        0.1779        0.1472        0.1595 
##         Venmo 
##        0.1411

## 
## Condición:  Item.Purchased = Jeans 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1371        0.2339        0.1452        0.1774        0.2016 
##         Venmo 
##        0.1048

## 
## Condición:  Item.Purchased = Jewelry 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1111        0.1696        0.1754        0.1637        0.1871 
##         Venmo 
##        0.1930

## 
## Condición:  Item.Purchased = Pants 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2047        0.1988        0.1579        0.1345        0.1462 
##         Venmo 
##        0.1579

## 
## Condición:  Item.Purchased = Sandals 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1688        0.1625        0.1250        0.1187        0.2375 
##         Venmo 
##        0.1875

## 
## Condición:  Item.Purchased = Scarf 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1529        0.1146        0.1911        0.1465        0.2357 
##         Venmo 
##        0.1592

## 
## Condición:  Item.Purchased = Shirt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1716        0.1598        0.1775        0.2012        0.1361 
##         Venmo 
##        0.1538

## 
## Condición:  Item.Purchased = Shoes 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1867        0.1867        0.1400        0.1467        0.1733 
##         Venmo 
##        0.1667

## 
## Condición:  Item.Purchased = Shorts 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1975        0.1656        0.1465        0.1783        0.1465 
##         Venmo 
##        0.1656

## 
## Condición:  Item.Purchased = Skirt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1203        0.1203        0.1835        0.1835        0.2468 
##         Venmo 
##        0.1456

## 
## Condición:  Item.Purchased = Sneakers 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1310        0.1931        0.1793        0.1862        0.1241 
##         Venmo 
##        0.1862

## 
## Condición:  Item.Purchased = Socks 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1572        0.1635        0.1761        0.1824        0.1887 
##         Venmo 
##        0.1321

## 
## Condición:  Item.Purchased = Sunglasses 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1366        0.1615        0.2050        0.1677        0.1801 
##         Venmo 
##        0.1491

## 
## Condición:  Item.Purchased = Sweater 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1768        0.1768        0.1829        0.1463        0.1524 
##         Venmo 
##        0.1646

## 
## Condición:  Item.Purchased = T-shirt 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2109        0.1837        0.1565        0.1020        0.1361 
##         Venmo 
##        0.2109

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Item.Purchased )
## 
## Condición:  Item.Purchased = Backpack 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1538         0.1469         0.1608         0.1538         0.0769 
##      Quarterly         Weekly 
##         0.1469         0.1608

## 
## Condición:  Item.Purchased = Belt 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1491         0.1491         0.1677         0.1180         0.1429 
##      Quarterly         Weekly 
##         0.1366         0.1366

## 
## Condición:  Item.Purchased = Blouse 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1871         0.1813         0.1813         0.1170         0.0877 
##      Quarterly         Weekly 
##         0.1462         0.0994

## 
## Condición:  Item.Purchased = Boots 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1042         0.1597         0.1319         0.1736         0.0556 
##      Quarterly         Weekly 
##         0.2153         0.1597

## 
## Condición:  Item.Purchased = Coat 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1429         0.1242         0.1118         0.1677         0.1242 
##      Quarterly         Weekly 
##         0.1677         0.1615

## 
## Condición:  Item.Purchased = Dress 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1867         0.1205         0.1687         0.1205         0.1627 
##      Quarterly         Weekly 
##         0.1024         0.1386

## 
## Condición:  Item.Purchased = Gloves 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1571         0.1643         0.1143         0.1500         0.1429 
##      Quarterly         Weekly 
##         0.1357         0.1357

## 
## Condición:  Item.Purchased = Handbag 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1373         0.1307         0.2026         0.1373         0.1699 
##      Quarterly         Weekly 
##         0.1242         0.0980

## 
## Condición:  Item.Purchased = Hat 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1364         0.1104         0.1299         0.1234         0.1883 
##      Quarterly         Weekly 
##         0.1883         0.1234

## 
## Condición:  Item.Purchased = Hoodie 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.0993         0.1788         0.1523         0.1258         0.1656 
##      Quarterly         Weekly 
##         0.1457         0.1325

## 
## Condición:  Item.Purchased = Jacket 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1227         0.1227         0.1779         0.1595         0.1472 
##      Quarterly         Weekly 
##         0.1534         0.1166

## 
## Condición:  Item.Purchased = Jeans 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1613         0.0726         0.1452         0.1290         0.2258 
##      Quarterly         Weekly 
##         0.1532         0.1129

## 
## Condición:  Item.Purchased = Jewelry 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1520         0.1871         0.1462         0.1228         0.1170 
##      Quarterly         Weekly 
##         0.1345         0.1404

## 
## Condición:  Item.Purchased = Pants 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1228         0.1111         0.1462         0.1170         0.1871 
##      Quarterly         Weekly 
##         0.1637         0.1520

## 
## Condición:  Item.Purchased = Sandals 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1625         0.1312         0.1688         0.1500         0.1437 
##      Quarterly         Weekly 
##         0.1062         0.1375

## 
## Condición:  Item.Purchased = Scarf 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1847         0.1274         0.1338         0.1465         0.1529 
##      Quarterly         Weekly 
##         0.1274         0.1274

## 
## Condición:  Item.Purchased = Shirt 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1834         0.1361         0.1183         0.1124         0.1657 
##      Quarterly         Weekly 
##         0.1302         0.1538

## 
## Condición:  Item.Purchased = Shoes 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1733         0.1333         0.1600         0.1267         0.1467 
##      Quarterly         Weekly 
##         0.1200         0.1400

## 
## Condición:  Item.Purchased = Shorts 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1083         0.1720         0.1529         0.1529         0.1274 
##      Quarterly         Weekly 
##         0.1274         0.1592

## 
## Condición:  Item.Purchased = Skirt 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1266         0.1203         0.1519         0.1519         0.1582 
##      Quarterly         Weekly 
##         0.1203         0.1709

## 
## Condición:  Item.Purchased = Sneakers 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1379         0.1103         0.1517         0.1931         0.1517 
##      Quarterly         Weekly 
##         0.1172         0.1379

## 
## Condición:  Item.Purchased = Socks 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1824         0.1509         0.1509         0.1069         0.1635 
##      Quarterly         Weekly 
##         0.1572         0.0881

## 
## Condición:  Item.Purchased = Sunglasses 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1180         0.1429         0.1056         0.1491         0.1118 
##      Quarterly         Weekly 
##         0.2236         0.1491

## 
## Condición:  Item.Purchased = Sweater 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1341         0.1768         0.1341         0.1524         0.0915 
##      Quarterly         Weekly 
##         0.1220         0.1890

## 
## Condición:  Item.Purchased = T-shirt 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1361         0.1293         0.1769         0.1293         0.1497 
##      Quarterly         Weekly 
##         0.1497         0.1293

## 
## ======================================
## Calculando probabilidades condicionales P( Location | Category )
## 
## Condición:  Category = Accessories 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0202         0.0210         0.0161         0.0210         0.0250 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0194         0.0194         0.0226         0.0169         0.0185 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0153         0.0234         0.0218         0.0202         0.0185 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0137         0.0274         0.0218         0.0153         0.0218 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0145         0.0153         0.0202         0.0258         0.0218 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0226         0.0298         0.0258         0.0234         0.0210 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0234         0.0234         0.0202         0.0194         0.0177 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0145         0.0145         0.0194         0.0137         0.0177 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0202         0.0218         0.0218         0.0169         0.0161 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0194         0.0185         0.0250         0.0185         0.0185

## 
## Condición:  Category = Clothing 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0236         0.0190         0.0184         0.0213         0.0271 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0184         0.0184         0.0236         0.0173         0.0236 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0167         0.0242         0.0265         0.0213         0.0132 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0150         0.0173         0.0253         0.0196         0.0196 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0196         0.0178         0.0242         0.0190         0.0213 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0259         0.0173         0.0219         0.0161         0.0144 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0167         0.0207         0.0201         0.0196         0.0196 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0219         0.0213         0.0201         0.0201         0.0207 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0161         0.0196         0.0167         0.0190         0.0248 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0201         0.0201         0.0167         0.0213         0.0178

## 
## Condición:  Category = Footwear 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0250         0.0150         0.0100         0.0167         0.0184 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0200         0.0200         0.0234         0.0134         0.0234 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0150         0.0200         0.0184         0.0167         0.0234 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0234         0.0083         0.0184         0.0284         0.0284 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0234         0.0250         0.0284         0.0150         0.0200 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0200         0.0267         0.0200         0.0117         0.0167 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0234         0.0217         0.0217         0.0184         0.0301 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0150         0.0217         0.0184         0.0150         0.0200 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0150         0.0184         0.0250         0.0200         0.0250 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0234         0.0167         0.0200         0.0200         0.0184

## 
## Condición:  Category = Outerwear 
##        Alabama         Alaska        Arizona       Arkansas     California 
##         0.0247         0.0123         0.0216         0.0185         0.0185 
##       Colorado    Connecticut       Delaware        Florida        Georgia 
##         0.0216         0.0309         0.0093         0.0278         0.0031 
##         Hawaii          Idaho       Illinois        Indiana           Iowa 
##         0.0247         0.0309         0.0247         0.0216         0.0278 
##         Kansas       Kentucky      Louisiana          Maine       Maryland 
##         0.0185         0.0309         0.0062         0.0216         0.0247 
##  Massachusetts       Michigan      Minnesota    Mississippi       Missouri 
##         0.0185         0.0247         0.0123         0.0185         0.0154 
##        Montana       Nebraska         Nevada  New Hampshire     New Jersey 
##         0.0340         0.0123         0.0154         0.0216         0.0185 
##     New Mexico       New York North Carolina   North Dakota           Ohio 
##         0.0278         0.0278         0.0154         0.0432         0.0093 
##       Oklahoma         Oregon   Pennsylvania   Rhode Island South Carolina 
##         0.0309         0.0185         0.0123         0.0062         0.0185 
##   South Dakota      Tennessee          Texas           Utah        Vermont 
##         0.0247         0.0154         0.0185         0.0154         0.0216 
##       Virginia     Washington  West Virginia      Wisconsin        Wyoming 
##         0.0123         0.0154         0.0278         0.0093         0.0185

## 
## ======================================
## Calculando probabilidades condicionales P( Size | Category )
## 
## Condición:  Category = Accessories 
##      L      M      S     XL 
## 0.2476 0.4532 0.1855 0.1137

## 
## Condición:  Category = Clothing 
##      L      M      S     XL 
## 0.2769 0.4479 0.1635 0.1117

## 
## Condición:  Category = Footwear 
##      L      M      S     XL 
## 0.2871 0.4457 0.1553 0.1119

## 
## Condición:  Category = Outerwear 
##      L      M      S     XL 
## 0.2870 0.4568 0.1728 0.0833

## 
## ======================================
## Calculando probabilidades condicionales P( Color | Category )
## 
## Condición:  Category = Accessories 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0355    0.0411    0.0476    0.0355    0.0444    0.0379    0.0331    0.0476 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0427    0.0419    0.0395    0.0468    0.0331    0.0532    0.0355    0.0468 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0315    0.0323    0.0435    0.0411    0.0379    0.0403    0.0331    0.0331 
##    Yellow 
##    0.0452

## 
## Condición:  Category = Clothing 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0374    0.0466    0.0282    0.0351    0.0420    0.0438    0.0357    0.0357 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0449    0.0340    0.0345    0.0340    0.0478    0.0351    0.0449    0.0374 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0420    0.0415    0.0391    0.0461    0.0484    0.0374    0.0455    0.0397 
##    Yellow 
##    0.0432

## 
## Condición:  Category = Footwear 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0401    0.0417    0.0417    0.0401    0.0250    0.0451    0.0401    0.0384 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0401    0.0417    0.0367    0.0367    0.0434    0.0518    0.0401    0.0301 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0467    0.0451    0.0267    0.0467    0.0451    0.0284    0.0501    0.0284 
##    Yellow 
##    0.0501

## 
## Condición:  Category = Outerwear 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0432    0.0309    0.0586    0.0370    0.0309    0.0494    0.0340    0.0463 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0432    0.0340    0.0494    0.0401    0.0247    0.0586    0.0247    0.0247 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0401    0.0370    0.0309    0.0432    0.0432    0.0401    0.0494    0.0463 
##    Yellow 
##    0.0401

## 
## ======================================
## Calculando probabilidades condicionales P( Season | Category )
## 
## Condición:  Category = Accessories 
##   Fall Spring Summer Winter 
## 0.2613 0.2427 0.2516 0.2444

## 
## Condición:  Category = Clothing 
##   Fall Spring Summer Winter 
## 0.2458 0.2614 0.2349 0.2579

## 
## Condición:  Category = Footwear 
##   Fall Spring Summer Winter 
## 0.2270 0.2721 0.2671 0.2337

## 
## Condición:  Category = Outerwear 
##   Fall Spring Summer Winter 
## 0.2716 0.2500 0.2315 0.2469

## 
## ======================================
## Calculando probabilidades condicionales P( Review.Rating | Category )
## 
## Condición:  Category = Accessories 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0177 0.0387 0.0331 0.0355 0.0387 0.0419 0.0403 0.0395 0.0371 0.0516 0.0468 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0419 0.0298 0.0371 0.0387 0.0460 0.0355 0.0347 0.0411 0.0444 0.0452 0.0460 
##    4.7    4.8    4.9    5.0 
## 0.0444 0.0363 0.0411 0.0169

## 
## Condición:  Category = Clothing 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0155 0.0420 0.0438 0.0391 0.0449 0.0449 0.0426 0.0363 0.0415 0.0495 0.0386 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0374 0.0449 0.0357 0.0415 0.0438 0.0345 0.0472 0.0368 0.0340 0.0322 0.0409 
##    4.7    4.8    4.9    5.0 
## 0.0363 0.0340 0.0438 0.0184

## 
## Condición:  Category = Footwear 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0167 0.0451 0.0417 0.0150 0.0451 0.0417 0.0301 0.0451 0.0367 0.0417 0.0284 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0317 0.0417 0.0434 0.0451 0.0551 0.0534 0.0484 0.0200 0.0401 0.0334 0.0518 
##    4.7    4.8    4.9    5.0 
## 0.0301 0.0518 0.0518 0.0150

## 
## Condición:  Category = Outerwear 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0216 0.0340 0.0370 0.0463 0.0525 0.0216 0.0463 0.0401 0.0370 0.0216 0.0432 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0401 0.0494 0.0247 0.0494 0.0463 0.0370 0.0525 0.0617 0.0617 0.0216 0.0463 
##    4.7    4.8    4.9    5.0 
## 0.0370 0.0278 0.0247 0.0185

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Category )
## 
## Condición:  Category = Accessories 
##     No    Yes 
## 0.7306 0.2694

## 
## Condición:  Category = Clothing 
##     No    Yes 
## 0.7369 0.2631

## 
## Condición:  Category = Footwear 
##     No    Yes 
## 0.7145 0.2855

## 
## Condición:  Category = Outerwear 
##     No    Yes 
## 0.7191 0.2809

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Category )
## 
## Condición:  Category = Accessories 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1597        0.1613        0.1976        0.1573        0.1605 
##         Venmo 
##        0.1637

## 
## Condición:  Category = Clothing 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1675        0.1618        0.1836        0.1647        0.1577 
##         Venmo 
##        0.1647

## 
## Condición:  Category = Footwear 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1636        0.1753        0.1402        0.1519        0.1886 
##         Venmo 
##        0.1803

## 
## Condición:  Category = Outerwear 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1389        0.1914        0.1481        0.1883        0.1605 
##         Venmo 
##        0.1728

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Category )
## 
## Condición:  Category = Accessories 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1661         0.1637         0.1573         0.1702         0.1677 
##   Store Pickup 
##         0.1750

## 
## Condición:  Category = Clothing 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1618         0.1670         0.1693         0.1687         0.1710 
##   Store Pickup 
##         0.1623

## 
## Condición:  Category = Footwear 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1503         0.1603         0.2037         0.1553         0.1669 
##   Store Pickup 
##         0.1636

## 
## Condición:  Category = Outerwear 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1543         0.1759         0.1975         0.1574         0.1512 
##   Store Pickup 
##         0.1636

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Category )
## 
## Condición:  Category = Accessories 
##     No    Yes 
## 0.5621 0.4379

## 
## Condición:  Category = Clothing 
##     No    Yes 
## 0.5792 0.4208

## 
## Condición:  Category = Footwear 
##     No    Yes 
## 0.5676 0.4324

## 
## Condición:  Category = Outerwear 
##     No    Yes 
## 0.5556 0.4444

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Category )
## 
## Condición:  Category = Accessories 
##     No    Yes 
## 0.5621 0.4379

## 
## Condición:  Category = Clothing 
##     No    Yes 
## 0.5792 0.4208

## 
## Condición:  Category = Footwear 
##     No    Yes 
## 0.5676 0.4324

## 
## Condición:  Category = Outerwear 
##     No    Yes 
## 0.5556 0.4444

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Category )
## 
## Condición:  Category = Accessories 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1452        0.1726        0.1758        0.1573        0.1871 
##         Venmo 
##        0.1621

## 
## Condición:  Category = Clothing 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1641        0.1733        0.1762        0.1687        0.1623 
##         Venmo 
##        0.1554

## 
## Condición:  Category = Footwear 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1536        0.1736        0.1553        0.1653        0.1720 
##         Venmo 
##        0.1803

## 
## Condición:  Category = Outerwear 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1698        0.1574        0.1667        0.1512        0.1852 
##         Venmo 
##        0.1698

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Category )
## 
## Condición:  Category = Accessories 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1484         0.1452         0.1452         0.1371         0.1379 
##      Quarterly         Weekly 
##         0.1524         0.1339

## 
## Condición:  Category = Clothing 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1485         0.1422         0.1526         0.1284         0.1514 
##      Quarterly         Weekly 
##         0.1376         0.1393

## 
## Condición:  Category = Footwear 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1452         0.1336         0.1536         0.1603         0.1252 
##      Quarterly         Weekly 
##         0.1386         0.1436

## 
## Condición:  Category = Outerwear 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1327         0.1235         0.1451         0.1636         0.1358 
##      Quarterly         Weekly 
##         0.1605         0.1389

## 
## ======================================
## Calculando probabilidades condicionales P( Size | Location )
## 
## Condición:  Location = Alabama 
##      L      M      S     XL 
## 0.2584 0.4382 0.1910 0.1124

## 
## Condición:  Location = Alaska 
##      L      M      S     XL 
## 0.2500 0.4306 0.1944 0.1250

## 
## Condición:  Location = Arizona 
##      L      M      S     XL 
## 0.2923 0.3538 0.1846 0.1692

## 
## Condición:  Location = Arkansas 
##      L      M      S     XL 
## 0.2278 0.5063 0.1646 0.1013

## 
## Condición:  Location = California 
##      L      M      S     XL 
## 0.2421 0.4947 0.1158 0.1474

## 
## Condición:  Location = Colorado 
##      L      M      S     XL 
## 0.3733 0.3867 0.1600 0.0800

## 
## Condición:  Location = Connecticut 
##      L      M      S     XL 
## 0.3462 0.4359 0.1282 0.0897

## 
## Condición:  Location = Delaware 
##      L      M      S     XL 
## 0.2442 0.4884 0.1512 0.1163

## 
## Condición:  Location = Florida 
##      L      M      S     XL 
## 0.2647 0.6324 0.0441 0.0588

## 
## Condición:  Location = Georgia 
##      L      M      S     XL 
## 0.2278 0.5316 0.1519 0.0886

## 
## Condición:  Location = Hawaii 
##      L      M      S     XL 
## 0.3538 0.4462 0.1385 0.0615

## 
## Condición:  Location = Idaho 
##      L      M      S     XL 
## 0.2258 0.4409 0.2366 0.0968

## 
## Condición:  Location = Illinois 
##      L      M      S     XL 
## 0.3043 0.3587 0.2609 0.0761

## 
## Condición:  Location = Indiana 
##      L      M      S     XL 
## 0.2785 0.3544 0.2152 0.1519

## 
## Condición:  Location = Iowa 
##      L      M      S     XL 
## 0.1739 0.4783 0.2029 0.1449

## 
## Condición:  Location = Kansas 
##      L      M      S     XL 
## 0.1746 0.5238 0.1270 0.1746

## 
## Condición:  Location = Kentucky 
##      L      M      S     XL 
## 0.2152 0.4557 0.2405 0.0886

## 
## Condición:  Location = Louisiana 
##      L      M      S     XL 
## 0.3571 0.4643 0.1190 0.0595

## 
## Condición:  Location = Maine 
##      L      M      S     XL 
## 0.2727 0.4805 0.1299 0.1169

## 
## Condición:  Location = Maryland 
##      L      M      S     XL 
## 0.2093 0.5233 0.1279 0.1395

## 
## Condición:  Location = Massachusetts 
##      L      M      S     XL 
## 0.2917 0.3611 0.2778 0.0694

## 
## Condición:  Location = Michigan 
##      L      M      S     XL 
## 0.2740 0.4521 0.1644 0.1096

## 
## Condición:  Location = Minnesota 
##      L      M      S     XL 
## 0.3182 0.4886 0.1364 0.0568

## 
## Condición:  Location = Mississippi 
##      L      M      S     XL 
## 0.2625 0.3375 0.2250 0.1750

## 
## Condición:  Location = Missouri 
##      L      M      S     XL 
## 0.2963 0.4691 0.1605 0.0741

## 
## Condición:  Location = Montana 
##      L      M      S     XL 
## 0.2812 0.3958 0.1979 0.1250

## 
## Condición:  Location = Nebraska 
##      L      M      S     XL 
## 0.2069 0.4713 0.1379 0.1839

## 
## Condición:  Location = Nevada 
##      L      M      S     XL 
## 0.2644 0.4483 0.1954 0.0920

## 
## Condición:  Location = New Hampshire 
##      L      M      S     XL 
## 0.2535 0.4366 0.1831 0.1268

## 
## Condición:  Location = New Jersey 
##      L      M      S     XL 
## 0.2388 0.4776 0.1791 0.1045

## 
## Condición:  Location = New Mexico 
##      L      M      S     XL 
## 0.2963 0.5185 0.0988 0.0864

## 
## Condición:  Location = New York 
##      L      M      S     XL 
## 0.3103 0.4023 0.1839 0.1034

## 
## Condición:  Location = North Carolina 
##      L      M      S     XL 
## 0.2692 0.4487 0.2179 0.0641

## 
## Condición:  Location = North Dakota 
##      L      M      S     XL 
## 0.2651 0.4337 0.1325 0.1687

## 
## Condición:  Location = Ohio 
##      L      M      S     XL 
## 0.3377 0.3766 0.1688 0.1169

## 
## Condición:  Location = Oklahoma 
##      L      M      S     XL 
## 0.3200 0.4533 0.1200 0.1067

## 
## Condición:  Location = Oregon 
##      L      M      S     XL 
## 0.2568 0.4865 0.1622 0.0946

## 
## Condición:  Location = Pennsylvania 
##      L      M      S     XL 
## 0.2432 0.4189 0.2432 0.0946

## 
## Condición:  Location = Rhode Island 
##      L      M      S     XL 
## 0.2540 0.4762 0.0952 0.1746

## 
## Condición:  Location = South Carolina 
##      L      M      S     XL 
## 0.2237 0.4211 0.2105 0.1447

## 
## Condición:  Location = South Dakota 
##      L      M      S     XL 
## 0.3000 0.4143 0.2000 0.0857

## 
## Condición:  Location = Tennessee 
##      L      M      S     XL 
## 0.2597 0.4675 0.1429 0.1299

## 
## Condición:  Location = Texas 
##      L      M      S     XL 
## 0.2727 0.5195 0.0909 0.1169

## 
## Condición:  Location = Utah 
##      L      M      S     XL 
## 0.2535 0.4930 0.1549 0.0986

## 
## Condición:  Location = Vermont 
##      L      M      S     XL 
## 0.2824 0.4353 0.2118 0.0706

## 
## Condición:  Location = Virginia 
##      L      M      S     XL 
## 0.2338 0.4805 0.1429 0.1429

## 
## Condición:  Location = Washington 
##      L      M      S     XL 
## 0.2466 0.4932 0.1644 0.0959

## 
## Condición:  Location = West Virginia 
##      L      M      S     XL 
## 0.3333 0.3951 0.1975 0.0741

## 
## Condición:  Location = Wisconsin 
##      L      M      S     XL 
## 0.3333 0.4000 0.1600 0.1067

## 
## Condición:  Location = Wyoming 
##      L      M      S     XL 
## 0.2113 0.4366 0.2254 0.1268

## 
## ======================================
## Calculando probabilidades condicionales P( Color | Location )
## 
## Condición:  Location = Alabama 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0449    0.0562    0.0449    0.0225    0.0225    0.0225    0.0337    0.0449 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0449    0.0449    0.0112    0.0674    0.0337    0.0449    0.0337    0.0562 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0337    0.0562    0.0674    0.0562    0.0337    0.0112    0.0337    0.0225 
##    Yellow 
##    0.0562

## 
## Condición:  Location = Alaska 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0417    0.0556    0.0417    0.0417    0.0278    0.0417    0.0556    0.0278 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0833    0.0000    0.0278    0.0417    0.0278    0.0833    0.0278    0.0417 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0556    0.0278    0.0417    0.0139    0.0694    0.0139    0.0417    0.0278 
##    Yellow 
##    0.0417

## 
## Condición:  Location = Arizona 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0615    0.0308    0.0308    0.0308    0.0000    0.0615    0.0615    0.0308 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0615    0.0308    0.0308    0.0154    0.0462    0.0462    0.0154    0.0769 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0462    0.0615    0.0000    0.0615    0.0462    0.0154    0.0154    0.0308 
##    Yellow 
##    0.0923

## 
## Condición:  Location = Arkansas 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0127    0.0759    0.0380    0.0000    0.0380    0.0253    0.0633    0.0127 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0633    0.0380    0.0633    0.0000    0.0633    0.0380    0.0380    0.0127 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0253    0.0633    0.0506    0.0506    0.0633    0.0380    0.0380    0.0127 
##    Yellow 
##    0.0759

## 
## Condición:  Location = California 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0632    0.0421    0.0316    0.0211    0.0632    0.0211    0.0316    0.0421 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0632    0.0526    0.0526    0.0211    0.0421    0.0211    0.0421    0.0421 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0421    0.0211    0.0316    0.0526    0.0211    0.1158    0.0211    0.0105 
##    Yellow 
##    0.0316

## 
## Condición:  Location = Colorado 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0533    0.0667    0.0400    0.0133    0.0800    0.0267    0.0133    0.0133 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0667    0.0400    0.0133    0.0267    0.0533    0.0267    0.0133    0.0400 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0267    0.0267    0.0267    0.0800    0.0533    0.0933    0.0533    0.0400 
##    Yellow 
##    0.0133

## 
## Condición:  Location = Connecticut 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0513    0.0385    0.0128    0.0256    0.0256    0.0513    0.0513    0.0385 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0000    0.0385    0.0641    0.0385    0.0641    0.0385    0.0128    0.0641 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0256    0.0513    0.0000    0.0256    0.0385    0.0256    0.0513    0.0769 
##    Yellow 
##    0.0897

## 
## Condición:  Location = Delaware 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0233    0.0581    0.0349    0.0465    0.0349    0.0465    0.0465    0.0233 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0116    0.0581    0.0349    0.0233    0.0465    0.0349    0.0814    0.0465 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0349    0.0233    0.0465    0.0814    0.0698    0.0116    0.0349    0.0349 
##    Yellow 
##    0.0116

## 
## Condición:  Location = Florida 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0735    0.0441    0.0441    0.0441    0.0294    0.0441    0.0147    0.0441 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0441    0.0441    0.0000    0.0294    0.0294    0.0588    0.0294    0.0294 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0588    0.0147    0.0294    0.0294    0.0588    0.0441    0.0294    0.0735 
##    Yellow 
##    0.0588

## 
## Condición:  Location = Georgia 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0000    0.0253    0.0127    0.0380    0.0759    0.0506    0.0380    0.0633 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0506    0.0000    0.0506    0.0127    0.0253    0.1392    0.0380    0.0633 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0253    0.0506    0.0380    0.0633    0.0127    0.0253    0.0127    0.0759 
##    Yellow 
##    0.0127

## 
## Condición:  Location = Hawaii 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0154    0.0769    0.0308    0.0308    0.0308    0.0462    0.0462    0.0154 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0923    0.0000    0.0769    0.0308    0.0308    0.0154    0.0615    0.0154 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0308    0.0462    0.0308    0.0308    0.0615    0.0615    0.0462    0.0000 
##    Yellow 
##    0.0769

## 
## Condición:  Location = Idaho 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0000    0.1075    0.0323    0.0538    0.0108    0.0645    0.0323    0.0538 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0215    0.0108    0.0538    0.0323    0.0215    0.0323    0.0215    0.0323 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0538    0.0430    0.0645    0.0323    0.0538    0.0538    0.0645    0.0108 
##    Yellow 
##    0.0430

## 
## Condición:  Location = Illinois 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0217    0.0543    0.0326    0.0652    0.0326    0.0435    0.0326    0.0870 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0543    0.0217    0.0109    0.0435    0.0652    0.0870    0.0217    0.0217 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0326    0.0326    0.0435    0.0217    0.0761    0.0217    0.0217    0.0109 
##    Yellow 
##    0.0435

## 
## Condición:  Location = Indiana 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0380    0.0127    0.0506    0.0253    0.0506    0.0759    0.0127    0.0253 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0127    0.0633    0.0380    0.0506    0.0000    0.0633    0.0506    0.0127 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0380    0.0633    0.0633    0.0380    0.0127    0.0633    0.0506    0.0380 
##    Yellow 
##    0.0506

## 
## Condición:  Location = Iowa 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0435    0.0725    0.0290    0.0290    0.0290    0.0725    0.0145    0.0290 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0580    0.0145    0.0145    0.0435    0.0580    0.0580    0.0290    0.0870 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0290    0.0435    0.0435    0.0145    0.0435    0.0435    0.0145    0.0435 
##    Yellow 
##    0.0435

## 
## Condición:  Location = Kansas 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0635    0.0317    0.0317    0.0159    0.0159    0.0159    0.0159    0.0794 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0635    0.0317    0.0317    0.0635    0.0476    0.0476    0.0000    0.0159 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0000    0.0635    0.0317    0.0317    0.0476    0.0317    0.0952    0.1270 
##    Yellow 
##    0.0000

## 
## Condición:  Location = Kentucky 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0633    0.0253    0.0633    0.0253    0.0506    0.0380    0.0380    0.0633 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0506    0.0127    0.0633    0.0127    0.0506    0.0380    0.0253    0.0506 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0253    0.0253    0.0253    0.0253    0.0253    0.0000    0.0886    0.0253 
##    Yellow 
##    0.0886

## 
## Condición:  Location = Louisiana 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0357    0.0714    0.0238    0.0476    0.0357    0.0238    0.0238    0.0119 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0357    0.0595    0.0357    0.0238    0.0119    0.0595    0.0119    0.0357 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0357    0.0714    0.0238    0.0833    0.0238    0.0833    0.0119    0.0476 
##    Yellow 
##    0.0714

## 
## Condición:  Location = Maine 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0390    0.0130    0.0390    0.0519    0.0390    0.0260    0.0390    0.0260 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0390    0.0260    0.0519    0.0390    0.0130    0.0649    0.0649    0.0130 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0649    0.0390    0.0260    0.0130    0.0390    0.0390    0.0260    0.0519 
##    Yellow 
##    0.1169

## 
## Condición:  Location = Maryland 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0465    0.0349    0.0116    0.0233    0.0581    0.0349    0.0465    0.0698 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0000    0.0581    0.0465    0.0581    0.0233    0.0698    0.0349    0.0233 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0233    0.0581    0.0465    0.0581    0.0233    0.0000    0.0349    0.0698 
##    Yellow 
##    0.0465

## 
## Condición:  Location = Massachusetts 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0833    0.0417    0.0417    0.0278    0.0278    0.0278    0.0139    0.0139 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0972    0.0278    0.0139    0.0556    0.0278    0.0694    0.0278    0.0417 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0139    0.0556    0.0417    0.0417    0.0694    0.0278    0.0278    0.0417 
##    Yellow 
##    0.0417

## 
## Condición:  Location = Michigan 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0000    0.0548    0.0274    0.0274    0.0411    0.0274    0.0274    0.0685 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0411    0.0548    0.0274    0.1096    0.0411    0.0411    0.0548    0.0274 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0685    0.0274    0.0137    0.0274    0.0685    0.0274    0.0411    0.0137 
##    Yellow 
##    0.0411

## 
## Condición:  Location = Minnesota 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0568    0.0341    0.0568    0.0455    0.0341    0.0000    0.0341    0.0455 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0000    0.0114    0.0341    0.0568    0.0341    0.0341    0.0682    0.0227 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0455    0.1023    0.0227    0.0455    0.0682    0.0455    0.0568    0.0227 
##    Yellow 
##    0.0227

## 
## Condición:  Location = Mississippi 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0375    0.0250    0.0625    0.0125    0.0375    0.0375    0.0000    0.0250 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0375    0.0750    0.0375    0.0625    0.0625    0.0375    0.0625    0.0625 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0625    0.0500    0.0250    0.0250    0.0375    0.0500    0.0375    0.0250 
##    Yellow 
##    0.0125

## 
## Condición:  Location = Missouri 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0370    0.0617    0.0494    0.0864    0.0370    0.0370    0.0000    0.0247 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0247    0.0247    0.0370    0.0494    0.0370    0.0741    0.0370    0.0247 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0617    0.0123    0.0370    0.0370    0.0370    0.0123    0.0617    0.0247 
##    Yellow 
##    0.0741

## 
## Condición:  Location = Montana 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0208    0.0521    0.0104    0.0521    0.0417    0.0417    0.0208    0.0729 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0417    0.0417    0.0104    0.0417    0.0312    0.0625    0.0729    0.0208 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0521    0.0312    0.0521    0.0312    0.0208    0.0208    0.0625    0.0417 
##    Yellow 
##    0.0521

## 
## Condición:  Location = Nebraska 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0115    0.0230    0.0460    0.0345    0.0345    0.0805    0.0345    0.0345 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0460    0.0345    0.0230    0.0230    0.0345    0.0345    0.0575    0.0460 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0460    0.0230    0.0575    0.0690    0.0460    0.0805    0.0345    0.0230 
##    Yellow 
##    0.0230

## 
## Condición:  Location = Nevada 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0230    0.0460    0.0230    0.0460    0.0230    0.0460    0.0575    0.0460 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0230    0.0345    0.0460    0.0345    0.0575    0.0345    0.1034    0.0690 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0345    0.0000    0.0575    0.0460    0.0345    0.0115    0.0000    0.0690 
##    Yellow 
##    0.0345

## 
## Condición:  Location = New Hampshire 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0563    0.0282    0.0563    0.0141    0.0423    0.0563    0.0704    0.0704 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0423    0.0282    0.0282    0.0423    0.0141    0.0000    0.0141    0.0563 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0704    0.0282    0.0423    0.0282    0.0141    0.0282    0.0563    0.0423 
##    Yellow 
##    0.0704

## 
## Condición:  Location = New Jersey 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0896    0.0149    0.0448    0.0299    0.0149    0.0448    0.0896    0.0299 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0299    0.0448    0.0448    0.0448    0.0299    0.0149    0.0149    0.0299 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0448    0.0597    0.0299    0.0746    0.0299    0.0299    0.0448    0.0299 
##    Yellow 
##    0.0448

## 
## Condición:  Location = New Mexico 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0123    0.0370    0.0123    0.0864    0.0741    0.0494    0.0247    0.0370 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0370    0.0494    0.0370    0.0123    0.0494    0.0988    0.0741    0.0370 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0617    0.0247    0.0123    0.0370    0.0494    0.0247    0.0247    0.0247 
##    Yellow 
##    0.0123

## 
## Condición:  Location = New York 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0230    0.0575    0.0115    0.0230    0.0690    0.0345    0.0460    0.0805 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0230    0.0345    0.0460    0.0345    0.0460    0.0115    0.0460    0.0575 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0230    0.0230    0.0575    0.0230    0.0805    0.0345    0.0345    0.0115 
##    Yellow 
##    0.0690

## 
## Condición:  Location = North Carolina 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0385    0.0385    0.0769    0.0128    0.0769    0.0256    0.0128    0.0513 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0256    0.0513    0.0641    0.1154    0.0641    0.0128    0.0385    0.0513 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0513    0.0128    0.0256    0.0000    0.0256    0.0385    0.0513    0.0128 
##    Yellow 
##    0.0256

## 
## Condición:  Location = North Dakota 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0602    0.0120    0.0602    0.0482    0.0482    0.0361    0.0361    0.0241 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0723    0.0241    0.0120    0.0602    0.0361    0.0602    0.0120    0.0361 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0241    0.0120    0.0120    0.0602    0.0482    0.0482    0.0482    0.0843 
##    Yellow 
##    0.0241

## 
## Condición:  Location = Ohio 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0130    0.0390    0.0260    0.0390    0.0260    0.0390    0.0260    0.0390 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0909    0.0779    0.0649    0.0519    0.0260    0.0130    0.0649    0.0260 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0260    0.0649    0.0130    0.0649    0.0649    0.0000    0.0390    0.0390 
##    Yellow 
##    0.0260

## 
## Condición:  Location = Oklahoma 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0133    0.0400    0.0133    0.0533    0.0800    0.0533    0.0267    0.0533 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0667    0.0400    0.0400    0.0267    0.0400    0.0533    0.0667    0.0133 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0400    0.0667    0.0400    0.0133    0.0133    0.0133    0.0667    0.0400 
##    Yellow 
##    0.0267

## 
## Condición:  Location = Oregon 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0676    0.0405    0.0541    0.0270    0.0135    0.0405    0.0541    0.0135 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0270    0.0405    0.0541    0.0270    0.0405    0.0541    0.0000    0.0541 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0405    0.0405    0.0676    0.0676    0.0405    0.0405    0.0270    0.0405 
##    Yellow 
##    0.0270

## 
## Condición:  Location = Pennsylvania 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0541    0.0135    0.0946    0.0135    0.0135    0.0135    0.0676    0.0405 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0270    0.0405    0.0541    0.0676    0.0541    0.0405    0.0541    0.0405 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0405    0.0270    0.0405    0.0270    0.0541    0.0135    0.0405    0.0135 
##    Yellow 
##    0.0541

## 
## Condición:  Location = Rhode Island 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0317    0.0317    0.0476    0.0635    0.0476    0.0317    0.0317    0.0000 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0952    0.0476    0.0317    0.0159    0.0159    0.0476    0.0476    0.0317 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0159    0.0159    0.0317    0.0794    0.1111    0.0635    0.0317    0.0000 
##    Yellow 
##    0.0317

## 
## Condición:  Location = South Carolina 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0395    0.0526    0.0000    0.0526    0.0263    0.0658    0.0395    0.0526 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0395    0.0526    0.0395    0.0132    0.0263    0.0526    0.0526    0.0132 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0395    0.0132    0.0526    0.0526    0.0658    0.0263    0.0263    0.0526 
##    Yellow 
##    0.0526

## 
## Condición:  Location = South Dakota 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0429    0.0000    0.0286    0.0143    0.0571    0.0571    0.0429    0.0571 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0714    0.0714    0.0286    0.0571    0.0429    0.0143    0.0286    0.0429 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0429    0.0286    0.0000    0.0429    0.0429    0.0571    0.0714    0.0286 
##    Yellow 
##    0.0286

## 
## Condición:  Location = Tennessee 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0390    0.0519    0.0649    0.0390    0.0390    0.1299    0.0260    0.0130 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0130    0.0260    0.0519    0.0909    0.0260    0.0519    0.0390    0.0390 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0130    0.0519    0.0390    0.0390    0.0260    0.0260    0.0130    0.0260 
##    Yellow 
##    0.0260

## 
## Condición:  Location = Texas 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0519    0.0519    0.0260    0.0649    0.0390    0.0649    0.0000    0.0519 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0649    0.0649    0.0260    0.0260    0.0390    0.0260    0.0260    0.0649 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0390    0.0260    0.0779    0.0519    0.0000    0.0260    0.0260    0.0260 
##    Yellow 
##    0.0390

## 
## Condición:  Location = Utah 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0845    0.0282    0.0704    0.0704    0.0282    0.0282    0.0282    0.0141 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0845    0.0000    0.0704    0.0141    0.0704    0.0704    0.0000    0.0423 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0141    0.0141    0.0423    0.0423    0.0282    0.0282    0.0282    0.0282 
##    Yellow 
##    0.0704

## 
## Condición:  Location = Vermont 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0235    0.0471    0.0588    0.0353    0.0353    0.0588    0.0471    0.0824 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0235    0.0471    0.0353    0.0235    0.0588    0.0118    0.0235    0.0118 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0706    0.0471    0.0235    0.0353    0.0118    0.0353    0.0588    0.0235 
##    Yellow 
##    0.0706

## 
## Condición:  Location = Virginia 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0000    0.0000    0.0519    0.0519    0.0519    0.0519    0.0519    0.0130 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0519    0.0130    0.0390    0.0130    0.0519    0.0390    0.0390    0.0519 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0649    0.0519    0.0260    0.0519    0.0519    0.0909    0.0519    0.0130 
##    Yellow 
##    0.0260

## 
## Condición:  Location = Washington 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0548    0.0685    0.0411    0.0274    0.0137    0.0274    0.0548    0.0411 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0137    0.0274    0.0137    0.0137    0.0274    0.0274    0.0274    0.0411 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0411    0.0274    0.0137    0.0822    0.0685    0.0685    0.0411    0.0685 
##    Yellow 
##    0.0685

## 
## Condición:  Location = West Virginia 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0370    0.0617    0.0247    0.0123    0.0617    0.0370    0.0247    0.0370 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0247    0.0617    0.0370    0.0123    0.0494    0.0370    0.0247    0.0247 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0494    0.0247    0.0494    0.0247    0.0494    0.0617    0.0741    0.0617 
##    Yellow 
##    0.0370

## 
## Condición:  Location = Wisconsin 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0133    0.0133    0.0800    0.0267    0.0267    0.0267    0.0133    0.0133 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0267    0.0533    0.0400    0.0400    0.0667    0.0133    0.0533    0.0400 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0133    0.0533    0.0800    0.0933    0.0800    0.0000    0.0800    0.0400 
##    Yellow 
##    0.0133

## 
## Condición:  Location = Wyoming 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0141    0.0563    0.0282    0.0000    0.0282    0.0282    0.0704    0.0563 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0423    0.0282    0.0282    0.0423    0.0704    0.0563    0.0563    0.0141 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0282    0.0423    0.0563    0.0423    0.0141    0.0282    0.0986    0.0423 
##    Yellow 
##    0.0282

## 
## ======================================
## Calculando probabilidades condicionales P( Season | Location )
## 
## Condición:  Location = Alabama 
##   Fall Spring Summer Winter 
## 0.2697 0.2697 0.2697 0.1910

## 
## Condición:  Location = Alaska 
##   Fall Spring Summer Winter 
## 0.2083 0.3750 0.1667 0.2500

## 
## Condición:  Location = Arizona 
##   Fall Spring Summer Winter 
## 0.2769 0.2462 0.2769 0.2000

## 
## Condición:  Location = Arkansas 
##   Fall Spring Summer Winter 
## 0.2405 0.3038 0.2532 0.2025

## 
## Condición:  Location = California 
##   Fall Spring Summer Winter 
## 0.2842 0.2421 0.2421 0.2316

## 
## Condición:  Location = Colorado 
##   Fall Spring Summer Winter 
## 0.1600 0.2933 0.2400 0.3067

## 
## Condición:  Location = Connecticut 
##   Fall Spring Summer Winter 
## 0.2564 0.2692 0.1923 0.2821

## 
## Condición:  Location = Delaware 
##   Fall Spring Summer Winter 
## 0.2791 0.2558 0.2326 0.2326

## 
## Condición:  Location = Florida 
##   Fall Spring Summer Winter 
## 0.2941 0.1912 0.2500 0.2647

## 
## Condición:  Location = Georgia 
##   Fall Spring Summer Winter 
## 0.2278 0.2532 0.2278 0.2911

## 
## Condición:  Location = Hawaii 
##   Fall Spring Summer Winter 
## 0.3077 0.2154 0.2308 0.2462

## 
## Condición:  Location = Idaho 
##   Fall Spring Summer Winter 
## 0.2688 0.2796 0.2796 0.1720

## 
## Condición:  Location = Illinois 
##   Fall Spring Summer Winter 
## 0.2391 0.2717 0.2500 0.2391

## 
## Condición:  Location = Indiana 
##   Fall Spring Summer Winter 
## 0.2025 0.2911 0.2278 0.2785

## 
## Condición:  Location = Iowa 
##   Fall Spring Summer Winter 
## 0.2464 0.2029 0.2609 0.2899

## 
## Condición:  Location = Kansas 
##   Fall Spring Summer Winter 
## 0.2222 0.3175 0.2698 0.1905

## 
## Condición:  Location = Kentucky 
##   Fall Spring Summer Winter 
## 0.2152 0.3165 0.1519 0.3165

## 
## Condición:  Location = Louisiana 
##   Fall Spring Summer Winter 
## 0.2262 0.2857 0.1905 0.2976

## 
## Condición:  Location = Maine 
##   Fall Spring Summer Winter 
## 0.2078 0.2857 0.1688 0.3377

## 
## Condición:  Location = Maryland 
##   Fall Spring Summer Winter 
## 0.2326 0.3023 0.2791 0.1860

## 
## Condición:  Location = Massachusetts 
##   Fall Spring Summer Winter 
## 0.1667 0.2500 0.3056 0.2778

## 
## Condición:  Location = Michigan 
##   Fall Spring Summer Winter 
## 0.3014 0.2329 0.2877 0.1781

## 
## Condición:  Location = Minnesota 
##   Fall Spring Summer Winter 
## 0.2841 0.2614 0.2159 0.2386

## 
## Condición:  Location = Mississippi 
##   Fall Spring Summer Winter 
## 0.2500 0.1875 0.2500 0.3125

## 
## Condición:  Location = Missouri 
##   Fall Spring Summer Winter 
## 0.3086 0.2840 0.2346 0.1728

## 
## Condición:  Location = Montana 
##   Fall Spring Summer Winter 
## 0.2083 0.2604 0.2708 0.2604

## 
## Condición:  Location = Nebraska 
##   Fall Spring Summer Winter 
## 0.2529 0.2759 0.2529 0.2184

## 
## Condición:  Location = Nevada 
##   Fall Spring Summer Winter 
## 0.1954 0.3218 0.3103 0.1724

## 
## Condición:  Location = New Hampshire 
##   Fall Spring Summer Winter 
## 0.2676 0.2676 0.1690 0.2958

## 
## Condición:  Location = New Jersey 
##   Fall Spring Summer Winter 
## 0.2090 0.3433 0.2985 0.1493

## 
## Condición:  Location = New Mexico 
##   Fall Spring Summer Winter 
## 0.2593 0.2346 0.2716 0.2346

## 
## Condición:  Location = New York 
##   Fall Spring Summer Winter 
## 0.2874 0.1839 0.2414 0.2874

## 
## Condición:  Location = North Carolina 
##   Fall Spring Summer Winter 
## 0.2179 0.3462 0.2179 0.2179

## 
## Condición:  Location = North Dakota 
##   Fall Spring Summer Winter 
## 0.2530 0.2048 0.3253 0.2169

## 
## Condición:  Location = Ohio 
##   Fall Spring Summer Winter 
## 0.2987 0.1299 0.2727 0.2987

## 
## Condición:  Location = Oklahoma 
##   Fall Spring Summer Winter 
## 0.2400 0.2133 0.1867 0.3600

## 
## Condición:  Location = Oregon 
##   Fall Spring Summer Winter 
## 0.2162 0.2838 0.2162 0.2838

## 
## Condición:  Location = Pennsylvania 
##   Fall Spring Summer Winter 
## 0.2027 0.2297 0.3649 0.2027

## 
## Condición:  Location = Rhode Island 
##   Fall Spring Summer Winter 
## 0.1587 0.2698 0.2063 0.3651

## 
## Condición:  Location = South Carolina 
##   Fall Spring Summer Winter 
## 0.3553 0.3289 0.1974 0.1184

## 
## Condición:  Location = South Dakota 
##   Fall Spring Summer Winter 
## 0.3286 0.2143 0.2714 0.1857

## 
## Condición:  Location = Tennessee 
##   Fall Spring Summer Winter 
## 0.2597 0.2857 0.2338 0.2208

## 
## Condición:  Location = Texas 
##   Fall Spring Summer Winter 
## 0.3377 0.1818 0.2468 0.2338

## 
## Condición:  Location = Utah 
##   Fall Spring Summer Winter 
## 0.3380 0.1690 0.2535 0.2394

## 
## Condición:  Location = Vermont 
##   Fall Spring Summer Winter 
## 0.2588 0.1647 0.2118 0.3647

## 
## Condición:  Location = Virginia 
##   Fall Spring Summer Winter 
## 0.1688 0.2208 0.2857 0.3247

## 
## Condición:  Location = Washington 
##   Fall Spring Summer Winter 
## 0.1644 0.3288 0.2877 0.2192

## 
## Condición:  Location = West Virginia 
##   Fall Spring Summer Winter 
## 0.2593 0.2716 0.2099 0.2593

## 
## Condición:  Location = Wisconsin 
##   Fall Spring Summer Winter 
## 0.2933 0.1333 0.3200 0.2533

## 
## Condición:  Location = Wyoming 
##   Fall Spring Summer Winter 
## 0.2817 0.2535 0.1549 0.3099

## 
## ======================================
## Calculando probabilidades condicionales P( Review.Rating | Location )
## 
## Condición:  Location = Alabama 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.1011 0.0112 0.0449 0.0112 0.0225 0.0449 0.0674 0.0337 0.0337 0.0225 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0225 0.0449 0.0449 0.0112 0.0225 0.0787 0.0787 0.0674 0.0337 0.0337 0.0112 
##    4.7    4.8    4.9    5.0 
## 0.0562 0.0449 0.0337 0.0225

## 
## Condición:  Location = Alaska 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0417 0.0139 0.0417 0.0139 0.0833 0.0278 0.0139 0.0417 0.0417 0.0694 0.0556 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0000 0.0139 0.0139 0.0694 0.0000 0.0278 0.0833 0.0417 0.0278 0.0556 0.0972 
##    4.7    4.8    4.9    5.0 
## 0.0417 0.0417 0.0000 0.0417

## 
## Condición:  Location = Arizona 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0154 0.0769 0.0615 0.0154 0.0615 0.0154 0.0615 0.0615 0.0154 0.0462 0.0000 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0308 0.0615 0.0462 0.0154 0.0462 0.0000 0.0462 0.0462 0.0923 0.0154 0.0769 
##    4.7    4.8    4.9    5.0 
## 0.0154 0.0308 0.0462 0.0000

## 
## Condición:  Location = Arkansas 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0127 0.0506 0.0380 0.0633 0.0506 0.0253 0.0506 0.0127 0.0380 0.0759 0.0380 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0000 0.0380 0.0253 0.0506 0.0633 0.0380 0.0253 0.0506 0.0380 0.0506 0.0506 
##    4.7    4.8    4.9    5.0 
## 0.0380 0.0253 0.0380 0.0127

## 
## Condición:  Location = California 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0211 0.0105 0.0316 0.0000 0.0211 0.0737 0.0421 0.0632 0.0421 0.0526 0.0421 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0421 0.0421 0.0211 0.0316 0.0737 0.0105 0.0421 0.0421 0.0421 0.0421 0.0316 
##    4.7    4.8    4.9    5.0 
## 0.0842 0.0105 0.0421 0.0421

## 
## Condición:  Location = Colorado 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0133 0.0400 0.0667 0.0000 0.0667 0.0400 0.0800 0.0133 0.0267 0.0667 0.0133 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0133 0.0533 0.0400 0.0267 0.0533 0.0400 0.0800 0.0400 0.0400 0.0267 0.0133 
##    4.7    4.8    4.9    5.0 
## 0.0667 0.0533 0.0267 0.0000

## 
## Condición:  Location = Connecticut 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0128 0.0513 0.0897 0.0641 0.0385 0.0256 0.0513 0.0000 0.0000 0.0513 0.0513 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0128 0.0641 0.0256 0.0641 0.0256 0.0641 0.0256 0.0128 0.0641 0.0513 0.0385 
##    4.7    4.8    4.9    5.0 
## 0.0256 0.0385 0.0385 0.0128

## 
## Condición:  Location = Delaware 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0233 0.0581 0.0349 0.0233 0.0116 0.0349 0.0233 0.0581 0.0814 0.0349 0.0233 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0814 0.0233 0.0000 0.0349 0.0581 0.0116 0.0465 0.0465 0.0233 0.0465 0.0465 
##    4.7    4.8    4.9    5.0 
## 0.0349 0.0465 0.0698 0.0233

## 
## Condición:  Location = Florida 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0294 0.0441 0.0294 0.0294 0.0735 0.0294 0.0294 0.0735 0.0588 0.0441 0.0000 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0588 0.0147 0.0441 0.0294 0.0588 0.0441 0.0441 0.0294 0.0441 0.0441 0.0882 
##    4.7    4.8    4.9    5.0 
## 0.0147 0.0294 0.0147 0.0000

## 
## Condición:  Location = Georgia 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0127 0.0506 0.0759 0.0506 0.0506 0.0633 0.0380 0.0127 0.0759 0.0127 0.0253 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0506 0.0380 0.0506 0.0253 0.0886 0.0127 0.0506 0.0000 0.0633 0.0253 0.0127 
##    4.7    4.8    4.9    5.0 
## 0.0253 0.0253 0.0380 0.0253

## 
## Condición:  Location = Hawaii 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0154 0.0615 0.0154 0.0462 0.0615 0.0615 0.0769 0.0308 0.0154 0.0615 0.0308 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0308 0.0615 0.0000 0.0154 0.0462 0.0308 0.1077 0.0308 0.0000 0.0462 0.0308 
##    4.7    4.8    4.9    5.0 
## 0.0462 0.0154 0.0462 0.0154

## 
## Condición:  Location = Idaho 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0108 0.0108 0.0645 0.0323 0.0323 0.0323 0.0645 0.0215 0.0323 0.0430 0.0645 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0323 0.0215 0.0215 0.0538 0.0645 0.0430 0.0860 0.0323 0.0538 0.0323 0.0430 
##    4.7    4.8    4.9    5.0 
## 0.0215 0.0215 0.0323 0.0323

## 
## Condición:  Location = Illinois 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0761 0.0435 0.0435 0.0543 0.0435 0.0435 0.0652 0.0217 0.0543 0.0326 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0543 0.0543 0.0435 0.0326 0.0109 0.0109 0.0543 0.0435 0.0435 0.0326 0.0326 
##    4.7    4.8    4.9    5.0 
## 0.0326 0.0217 0.0435 0.0109

## 
## Condición:  Location = Indiana 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0380 0.0380 0.0506 0.0380 0.0380 0.0127 0.0506 0.0380 0.0253 0.0633 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0380 0.0506 0.0506 0.0633 0.0380 0.0506 0.0127 0.0253 0.0000 0.0506 0.0253 
##    4.7    4.8    4.9    5.0 
## 0.0759 0.0380 0.0633 0.0253

## 
## Condición:  Location = Iowa 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0290 0.0435 0.0145 0.0145 0.0580 0.0290 0.0580 0.0725 0.0290 0.0145 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0435 0.0145 0.0580 0.0290 0.0290 0.0870 0.0000 0.0435 0.1159 0.0580 0.0145 
##    4.7    4.8    4.9    5.0 
## 0.0435 0.0725 0.0290 0.0000

## 
## Condición:  Location = Kansas 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0317 0.0159 0.0317 0.0000 0.0476 0.0317 0.0317 0.0635 0.0476 0.0317 0.0635 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0317 0.0635 0.0317 0.0317 0.0476 0.0159 0.0794 0.0635 0.0317 0.0317 0.0317 
##    4.7    4.8    4.9    5.0 
## 0.0317 0.0476 0.0476 0.0159

## 
## Condición:  Location = Kentucky 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0380 0.0127 0.0886 0.0253 0.0380 0.0253 0.0380 0.0127 0.0380 0.0633 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0886 0.0506 0.0759 0.0380 0.0127 0.0253 0.0506 0.0633 0.0253 0.0380 0.0506 
##    4.7    4.8    4.9    5.0 
## 0.0127 0.0253 0.0380 0.0253

## 
## Condición:  Location = Louisiana 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0238 0.0238 0.0833 0.0238 0.0595 0.0476 0.0595 0.0119 0.0476 0.0357 0.0357 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0238 0.0119 0.0238 0.0238 0.0595 0.0238 0.0238 0.0119 0.0357 0.0476 0.0833 
##    4.7    4.8    4.9    5.0 
## 0.0595 0.0357 0.0476 0.0357

## 
## Condición:  Location = Maine 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0519 0.0390 0.0390 0.0260 0.0390 0.0519 0.0519 0.0260 0.0260 0.0390 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0260 0.0130 0.0260 0.0390 0.0649 0.0519 0.0260 0.0649 0.0390 0.0519 0.0390 
##    4.7    4.8    4.9    5.0 
## 0.0000 0.0649 0.0649 0.0390

## 
## Condición:  Location = Maryland 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0116 0.0349 0.0349 0.0233 0.0349 0.0465 0.0349 0.0465 0.0349 0.0581 0.0349 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0233 0.0814 0.0465 0.0116 0.0581 0.0116 0.0349 0.0465 0.0465 0.0233 0.0814 
##    4.7    4.8    4.9    5.0 
## 0.0349 0.0349 0.0349 0.0349

## 
## Condición:  Location = Massachusetts 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0278 0.0417 0.0000 0.0139 0.0694 0.0278 0.0694 0.0139 0.0556 0.0694 0.0417 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0556 0.0556 0.0694 0.0417 0.0417 0.0278 0.0417 0.0000 0.0278 0.0278 0.0556 
##    4.7    4.8    4.9    5.0 
## 0.0556 0.0417 0.0139 0.0139

## 
## Condición:  Location = Michigan 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0274 0.0548 0.0274 0.0411 0.0685 0.0137 0.0000 0.0274 0.0274 0.0274 0.0685 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0274 0.0411 0.0137 0.0548 0.0274 0.0274 0.0548 0.0822 0.0411 0.0274 0.0411 
##    4.7    4.8    4.9    5.0 
## 0.0411 0.0822 0.0411 0.0137

## 
## Condición:  Location = Minnesota 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0114 0.0114 0.0000 0.0341 0.0455 0.0455 0.0682 0.0455 0.0682 0.0341 0.0568 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0341 0.0568 0.0682 0.0455 0.0227 0.0568 0.0455 0.0114 0.0568 0.0568 0.0341 
##    4.7    4.8    4.9    5.0 
## 0.0227 0.0227 0.0341 0.0114

## 
## Condición:  Location = Mississippi 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0375 0.0500 0.0375 0.0375 0.0750 0.0125 0.0125 0.0375 0.0625 0.0375 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0250 0.0375 0.0625 0.0375 0.0875 0.0375 0.0750 0.0125 0.0250 0.0375 0.0250 
##    4.7    4.8    4.9    5.0 
## 0.0625 0.0250 0.0375 0.0125

## 
## Condición:  Location = Missouri 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0123 0.0617 0.0247 0.0000 0.0123 0.0617 0.0741 0.0247 0.0617 0.0247 0.0864 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0494 0.0617 0.0247 0.0123 0.0494 0.0370 0.0123 0.0741 0.0494 0.0123 0.0247 
##    4.7    4.8    4.9    5.0 
## 0.0247 0.0617 0.0617 0.0000

## 
## Condición:  Location = Montana 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0208 0.0312 0.0312 0.0104 0.0521 0.0417 0.0312 0.0417 0.0208 0.0521 0.0104 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0625 0.0312 0.0521 0.0625 0.0729 0.0417 0.0521 0.0208 0.0312 0.0208 0.0833 
##    4.7    4.8    4.9    5.0 
## 0.0312 0.0417 0.0208 0.0312

## 
## Condición:  Location = Nebraska 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0115 0.0575 0.0115 0.0920 0.0115 0.0345 0.0460 0.0230 0.0805 0.0460 0.0230 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0460 0.0460 0.0230 0.0575 0.0345 0.0230 0.0345 0.0345 0.0460 0.0230 0.0460 
##    4.7    4.8    4.9    5.0 
## 0.0460 0.0575 0.0460 0.0000

## 
## Condición:  Location = Nevada 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0690 0.0230 0.0460 0.0460 0.0575 0.0460 0.0575 0.0460 0.0230 0.0460 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0345 0.0690 0.0230 0.0115 0.0460 0.0230 0.0345 0.0115 0.0690 0.0460 0.0345 
##    4.7    4.8    4.9    5.0 
## 0.0460 0.0230 0.0460 0.0230

## 
## Condición:  Location = New Hampshire 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0563 0.0704 0.0563 0.0423 0.0986 0.0141 0.0423 0.0282 0.0423 0.0563 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0704 0.0141 0.0704 0.0423 0.0141 0.0282 0.0282 0.0141 0.0282 0.0000 0.0423 
##    4.7    4.8    4.9    5.0 
## 0.0423 0.0423 0.0423 0.0141

## 
## Condición:  Location = New Jersey 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0000 0.0299 0.0299 0.1045 0.0149 0.0597 0.0597 0.0299 0.0299 0.0299 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0746 0.0299 0.0448 0.0597 0.0149 0.0896 0.0299 0.0299 0.0448 0.0299 0.0597 
##    4.7    4.8    4.9    5.0 
## 0.0149 0.0448 0.0299 0.0149

## 
## Condición:  Location = New Mexico 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0494 0.0494 0.0617 0.0247 0.0494 0.0617 0.0123 0.0494 0.0494 0.0617 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0247 0.0247 0.0247 0.0370 0.0494 0.0247 0.0247 0.0370 0.0617 0.0494 0.0247 
##    4.7    4.8    4.9    5.0 
## 0.0494 0.0494 0.0370 0.0123

## 
## Condición:  Location = New York 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0115 0.0230 0.0805 0.0230 0.0230 0.0575 0.0460 0.0575 0.0690 0.0230 0.0230 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0460 0.0345 0.0115 0.0690 0.0230 0.0460 0.0230 0.0345 0.0230 0.0575 0.0460 
##    4.7    4.8    4.9    5.0 
## 0.0345 0.0345 0.0690 0.0115

## 
## Condición:  Location = North Carolina 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0513 0.0256 0.0256 0.0000 0.0385 0.0128 0.0769 0.0769 0.0256 0.0385 0.0256 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0256 0.0256 0.0385 0.0385 0.0513 0.0256 0.0256 0.0641 0.0385 0.0513 0.0641 
##    4.7    4.8    4.9    5.0 
## 0.0769 0.0128 0.0513 0.0128

## 
## Condición:  Location = North Dakota 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0241 0.0482 0.0120 0.0482 0.0723 0.0241 0.0482 0.0361 0.0482 0.0241 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0482 0.0723 0.0482 0.0361 0.0602 0.0241 0.0602 0.0723 0.0120 0.0120 0.0843 
##    4.7    4.8    4.9    5.0 
## 0.0120 0.0241 0.0482 0.0000

## 
## Condición:  Location = Ohio 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0260 0.0390 0.0260 0.0260 0.0260 0.0390 0.0000 0.0390 0.0519 0.0260 0.0519 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0390 0.1039 0.0260 0.0519 0.0130 0.0649 0.0649 0.0519 0.0130 0.0260 0.0390 
##    4.7    4.8    4.9    5.0 
## 0.0519 0.0260 0.0519 0.0260

## 
## Condición:  Location = Oklahoma 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0800 0.1067 0.0133 0.0667 0.0133 0.0133 0.0667 0.0000 0.0000 0.0667 0.0667 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0133 0.0400 0.0533 0.0400 0.0533 0.0267 0.0267 0.0133 0.0800 0.0267 0.0267 
##    4.7    4.8    4.9    5.0 
## 0.0000 0.0400 0.0667 0.0000

## 
## Condición:  Location = Oregon 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0270 0.0541 0.0405 0.0405 0.0270 0.0135 0.0405 0.0405 0.0811 0.0270 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0405 0.0541 0.0541 0.0405 0.0676 0.0405 0.0541 0.0270 0.0270 0.0405 0.0676 
##    4.7    4.8    4.9    5.0 
## 0.0135 0.0270 0.0405 0.0135

## 
## Condición:  Location = Pennsylvania 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0405 0.0405 0.0270 0.0270 0.0000 0.0541 0.0270 0.0676 0.0270 0.0270 0.0270 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0135 0.0676 0.1081 0.0270 0.0541 0.0135 0.0676 0.0270 0.0405 0.0135 0.0405 
##    4.7    4.8    4.9    5.0 
## 0.0676 0.0676 0.0270 0.0000

## 
## Condición:  Location = Rhode Island 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0635 0.0476 0.0476 0.0635 0.0159 0.0317 0.0317 0.0317 0.0794 0.0317 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0317 0.0476 0.0317 0.0159 0.0635 0.0159 0.0794 0.0317 0.0476 0.0159 0.0000 
##    4.7    4.8    4.9    5.0 
## 0.0317 0.0317 0.0794 0.0317

## 
## Condición:  Location = South Carolina 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0132 0.0263 0.0658 0.0658 0.0395 0.0263 0.0395 0.0395 0.0263 0.0789 0.0263 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0263 0.0132 0.0395 0.0395 0.0263 0.0263 0.0395 0.0658 0.0395 0.0526 0.0263 
##    4.7    4.8    4.9    5.0 
## 0.0132 0.0395 0.0921 0.0132

## 
## Condición:  Location = South Dakota 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0429 0.0000 0.0429 0.0429 0.1000 0.0143 0.0143 0.0571 0.0571 0.0429 0.0571 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0429 0.0286 0.0000 0.0429 0.0714 0.0857 0.0286 0.0143 0.0429 0.0286 0.0286 
##    4.7    4.8    4.9    5.0 
## 0.0714 0.0000 0.0429 0.0000

## 
## Condición:  Location = Tennessee 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0130 0.0779 0.0000 0.0390 0.0390 0.0649 0.0519 0.0130 0.0000 0.0909 0.0390 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0260 0.0130 0.0000 0.0519 0.0519 0.0909 0.0390 0.0519 0.0260 0.0130 0.0649 
##    4.7    4.8    4.9    5.0 
## 0.0130 0.0390 0.0390 0.0519

## 
## Condición:  Location = Texas 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0130 0.0130 0.0130 0.0130 0.0390 0.0390 0.0649 0.0390 0.0390 0.0519 0.0779 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0260 0.0130 0.0390 0.0519 0.0260 0.0390 0.0130 0.0260 0.0519 0.0130 0.1039 
##    4.7    4.8    4.9    5.0 
## 0.0390 0.0260 0.1039 0.0260

## 
## Condición:  Location = Utah 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0141 0.0563 0.0563 0.0282 0.0282 0.0563 0.0000 0.0282 0.0000 0.0423 0.0845 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.1127 0.0282 0.0282 0.0986 0.0704 0.0423 0.0423 0.0141 0.0000 0.0423 0.0563 
##    4.7    4.8    4.9    5.0 
## 0.0141 0.0423 0.0000 0.0141

## 
## Condición:  Location = Vermont 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0235 0.0235 0.0235 0.0471 0.0353 0.0706 0.0235 0.0235 0.0353 0.0824 0.0588 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0235 0.0353 0.0471 0.1176 0.0353 0.0235 0.0235 0.0353 0.0235 0.0235 0.0353 
##    4.7    4.8    4.9    5.0 
## 0.0471 0.0471 0.0353 0.0000

## 
## Condición:  Location = Virginia 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0260 0.0390 0.0649 0.0130 0.0390 0.0519 0.0390 0.0649 0.0130 0.0779 0.0130 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0390 0.0260 0.0260 0.0260 0.0909 0.0260 0.0649 0.0260 0.0519 0.0519 0.0130 
##    4.7    4.8    4.9    5.0 
## 0.0130 0.0390 0.0519 0.0130

## 
## Condición:  Location = Washington 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0411 0.0137 0.0959 0.0000 0.0548 0.0274 0.0274 0.0000 0.0685 0.0274 0.0274 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0548 0.0000 0.0274 0.0411 0.0274 0.0685 0.0685 0.0411 0.0411 0.0137 0.0548 
##    4.7    4.8    4.9    5.0 
## 0.0685 0.0548 0.0137 0.0411

## 
## Condición:  Location = West Virginia 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0123 0.0123 0.0617 0.0988 0.0864 0.0247 0.0741 0.0247 0.0494 0.0370 0.0247 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0370 0.0494 0.0247 0.0494 0.0494 0.0494 0.0123 0.0494 0.0370 0.0370 0.0247 
##    4.7    4.8    4.9    5.0 
## 0.0370 0.0123 0.0123 0.0123

## 
## Condición:  Location = Wisconsin 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0133 0.0133 0.0267 0.0267 0.0667 0.0400 0.0133 0.0400 0.0667 0.0000 0.0267 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0400 0.0267 0.0133 0.0533 0.0667 0.0533 0.0267 0.0400 0.0667 0.0800 0.0400 
##    4.7    4.8    4.9    5.0 
## 0.0400 0.0400 0.0667 0.0133

## 
## Condición:  Location = Wyoming 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0563 0.0704 0.0000 0.0282 0.0704 0.0282 0.0141 0.0563 0.0282 0.0704 0.0563 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0141 0.0282 0.0423 0.0282 0.0282 0.0563 0.0141 0.0704 0.0282 0.0423 0.0423 
##    4.7    4.8    4.9    5.0 
## 0.0423 0.0423 0.0282 0.0141

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Location )
## 
## Condición:  Location = Alabama 
##     No    Yes 
## 0.7528 0.2472

## 
## Condición:  Location = Alaska 
##   No  Yes 
## 0.75 0.25

## 
## Condición:  Location = Arizona 
##     No    Yes 
## 0.7538 0.2462

## 
## Condición:  Location = Arkansas 
##     No    Yes 
## 0.7468 0.2532

## 
## Condición:  Location = California 
##     No    Yes 
## 0.6947 0.3053

## 
## Condición:  Location = Colorado 
##   No  Yes 
## 0.72 0.28

## 
## Condición:  Location = Connecticut 
##     No    Yes 
## 0.7949 0.2051

## 
## Condición:  Location = Delaware 
##     No    Yes 
## 0.6744 0.3256

## 
## Condición:  Location = Florida 
##     No    Yes 
## 0.6912 0.3088

## 
## Condición:  Location = Georgia 
##     No    Yes 
## 0.7089 0.2911

## 
## Condición:  Location = Hawaii 
##     No    Yes 
## 0.7077 0.2923

## 
## Condición:  Location = Idaho 
##     No    Yes 
## 0.7957 0.2043

## 
## Condición:  Location = Illinois 
##     No    Yes 
## 0.7609 0.2391

## 
## Condición:  Location = Indiana 
##     No    Yes 
## 0.7342 0.2658

## 
## Condición:  Location = Iowa 
##     No    Yes 
## 0.6957 0.3043

## 
## Condición:  Location = Kansas 
##    No   Yes 
## 0.873 0.127

## 
## Condición:  Location = Kentucky 
##     No    Yes 
## 0.6709 0.3291

## 
## Condición:  Location = Louisiana 
##     No    Yes 
## 0.7024 0.2976

## 
## Condición:  Location = Maine 
##     No    Yes 
## 0.7532 0.2468

## 
## Condición:  Location = Maryland 
##     No    Yes 
## 0.7674 0.2326

## 
## Condición:  Location = Massachusetts 
##     No    Yes 
## 0.6806 0.3194

## 
## Condición:  Location = Michigan 
##     No    Yes 
## 0.7808 0.2192

## 
## Condición:  Location = Minnesota 
##     No    Yes 
## 0.7045 0.2955

## 
## Condición:  Location = Mississippi 
##     No    Yes 
## 0.7375 0.2625

## 
## Condición:  Location = Missouri 
##     No    Yes 
## 0.6667 0.3333

## 
## Condición:  Location = Montana 
##     No    Yes 
## 0.7396 0.2604

## 
## Condición:  Location = Nebraska 
##     No    Yes 
## 0.7126 0.2874

## 
## Condición:  Location = Nevada 
##     No    Yes 
## 0.6552 0.3448

## 
## Condición:  Location = New Hampshire 
##     No    Yes 
## 0.7606 0.2394

## 
## Condición:  Location = New Jersey 
##     No    Yes 
## 0.7612 0.2388

## 
## Condición:  Location = New Mexico 
##     No    Yes 
## 0.7284 0.2716

## 
## Condición:  Location = New York 
##     No    Yes 
## 0.7586 0.2414

## 
## Condición:  Location = North Carolina 
##     No    Yes 
## 0.7179 0.2821

## 
## Condición:  Location = North Dakota 
##     No    Yes 
## 0.7108 0.2892

## 
## Condición:  Location = Ohio 
##     No    Yes 
## 0.7273 0.2727

## 
## Condición:  Location = Oklahoma 
##     No    Yes 
## 0.6667 0.3333

## 
## Condición:  Location = Oregon 
##     No    Yes 
## 0.7568 0.2432

## 
## Condición:  Location = Pennsylvania 
##     No    Yes 
## 0.7162 0.2838

## 
## Condición:  Location = Rhode Island 
##     No    Yes 
## 0.6984 0.3016

## 
## Condición:  Location = South Carolina 
##     No    Yes 
## 0.6447 0.3553

## 
## Condición:  Location = South Dakota 
##     No    Yes 
## 0.7571 0.2429

## 
## Condición:  Location = Tennessee 
##     No    Yes 
## 0.8182 0.1818

## 
## Condición:  Location = Texas 
##     No    Yes 
## 0.8052 0.1948

## 
## Condición:  Location = Utah 
##     No    Yes 
## 0.7183 0.2817

## 
## Condición:  Location = Vermont 
##     No    Yes 
## 0.7529 0.2471

## 
## Condición:  Location = Virginia 
##     No    Yes 
## 0.6883 0.3117

## 
## Condición:  Location = Washington 
##     No    Yes 
## 0.7123 0.2877

## 
## Condición:  Location = West Virginia 
##     No    Yes 
## 0.6543 0.3457

## 
## Condición:  Location = Wisconsin 
##     No    Yes 
## 0.8267 0.1733

## 
## Condición:  Location = Wyoming 
##     No    Yes 
## 0.7183 0.2817

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Location )
## 
## Condición:  Location = Alabama 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2472        0.1348        0.1573        0.1124        0.1685 
##         Venmo 
##        0.1798

## 
## Condición:  Location = Alaska 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1667        0.1806        0.1667        0.1806        0.1111 
##         Venmo 
##        0.1944

## 
## Condición:  Location = Arizona 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1692        0.1846        0.1538        0.2000        0.1385 
##         Venmo 
##        0.1538

## 
## Condición:  Location = Arkansas 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1519        0.1519        0.1646        0.2025        0.1899 
##         Venmo 
##        0.1392

## 
## Condición:  Location = California 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1895        0.1895        0.1579        0.1579        0.1368 
##         Venmo 
##        0.1684

## 
## Condición:  Location = Colorado 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1600        0.2267        0.1067        0.2267        0.1467 
##         Venmo 
##        0.1333

## 
## Condición:  Location = Connecticut 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1538        0.1410        0.1795        0.1667        0.1410 
##         Venmo 
##        0.2179

## 
## Condición:  Location = Delaware 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1163        0.2093        0.1628        0.1279        0.1512 
##         Venmo 
##        0.2326

## 
## Condición:  Location = Florida 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1324        0.1618        0.1765        0.1765        0.1324 
##         Venmo 
##        0.2206

## 
## Condición:  Location = Georgia 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1392        0.1392        0.1899        0.1139        0.1646 
##         Venmo 
##        0.2532

## 
## Condición:  Location = Hawaii 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1846        0.1692        0.1385        0.1385        0.2154 
##         Venmo 
##        0.1538

## 
## Condición:  Location = Idaho 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1935        0.1720        0.1183        0.1935        0.2043 
##         Venmo 
##        0.1183

## 
## Condición:  Location = Illinois 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1413        0.1848        0.2065        0.2065        0.1413 
##         Venmo 
##        0.1196

## 
## Condición:  Location = Indiana 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1392        0.1392        0.1646        0.1646        0.2278 
##         Venmo 
##        0.1646

## 
## Condición:  Location = Iowa 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1594        0.1304        0.2174        0.1739        0.1594 
##         Venmo 
##        0.1594

## 
## Condición:  Location = Kansas 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1587        0.1905        0.1905        0.0952        0.2381 
##         Venmo 
##        0.1270

## 
## Condición:  Location = Kentucky 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1772        0.1266        0.2152        0.1899        0.1646 
##         Venmo 
##        0.1266

## 
## Condición:  Location = Louisiana 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1786        0.1310        0.1548        0.1905        0.1548 
##         Venmo 
##        0.1905

## 
## Condición:  Location = Maine 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1688        0.1299        0.1429        0.1818        0.1948 
##         Venmo 
##        0.1818

## 
## Condición:  Location = Maryland 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1047        0.2674        0.1628        0.2326        0.1047 
##         Venmo 
##        0.1279

## 
## Condición:  Location = Massachusetts 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1528        0.2361        0.1806        0.1111        0.1944 
##         Venmo 
##        0.1250

## 
## Condición:  Location = Michigan 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2055        0.1781        0.1781        0.0959        0.1918 
##         Venmo 
##        0.1507

## 
## Condición:  Location = Minnesota 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1477        0.2045        0.1477        0.1932        0.1591 
##         Venmo 
##        0.1477

## 
## Condición:  Location = Mississippi 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1750        0.1125        0.2125        0.1625        0.1750 
##         Venmo 
##        0.1625

## 
## Condición:  Location = Missouri 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1235        0.1235        0.1852        0.1605        0.2346 
##         Venmo 
##        0.1728

## 
## Condición:  Location = Montana 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1875        0.1458        0.1875        0.2083        0.1875 
##         Venmo 
##        0.0833

## 
## Condición:  Location = Nebraska 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1954        0.1609        0.1149        0.1379        0.1839 
##         Venmo 
##        0.2069

## 
## Condición:  Location = Nevada 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2069        0.1724        0.1724        0.1839        0.1034 
##         Venmo 
##        0.1609

## 
## Condición:  Location = New Hampshire 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0986        0.1972        0.2535        0.1690        0.1549 
##         Venmo 
##        0.1268

## 
## Condición:  Location = New Jersey 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1642        0.2090        0.1642        0.1791        0.1642 
##         Venmo 
##        0.1194

## 
## Condición:  Location = New Mexico 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1605        0.2716        0.2222        0.1235        0.0864 
##         Venmo 
##        0.1358

## 
## Condición:  Location = New York 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1609        0.2069        0.1724        0.1379        0.1264 
##         Venmo 
##        0.1954

## 
## Condición:  Location = North Carolina 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1026        0.1795        0.1923        0.2564        0.1026 
##         Venmo 
##        0.1667

## 
## Condición:  Location = North Dakota 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1928        0.1446        0.2048        0.2048        0.1205 
##         Venmo 
##        0.1325

## 
## Condición:  Location = Ohio 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2727        0.1948        0.1429        0.0909        0.1688 
##         Venmo 
##        0.1299

## 
## Condición:  Location = Oklahoma 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2267        0.1600        0.1600        0.1467        0.1867 
##         Venmo 
##        0.1200

## 
## Condición:  Location = Oregon 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0811        0.1622        0.2568        0.1081        0.2027 
##         Venmo 
##        0.1892

## 
## Condición:  Location = Pennsylvania 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1351        0.1892        0.2027        0.0811        0.1622 
##         Venmo 
##        0.2297

## 
## Condición:  Location = Rhode Island 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2540        0.1429        0.2063        0.1746        0.0794 
##         Venmo 
##        0.1429

## 
## Condición:  Location = South Carolina 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1711        0.1053        0.1842        0.1974        0.1842 
##         Venmo 
##        0.1579

## 
## Condición:  Location = South Dakota 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1571        0.1429        0.1286        0.1286        0.2286 
##         Venmo 
##        0.2143

## 
## Condición:  Location = Tennessee 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1039        0.1169        0.2597        0.1948        0.1558 
##         Venmo 
##        0.1688

## 
## Condición:  Location = Texas 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2078        0.1558        0.1429        0.1688        0.1558 
##         Venmo 
##        0.1688

## 
## Condición:  Location = Utah 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0845        0.0845        0.2817        0.1690        0.1408 
##         Venmo 
##        0.2394

## 
## Condición:  Location = Vermont 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1294        0.1412        0.2000        0.1412        0.1765 
##         Venmo 
##        0.2118

## 
## Condición:  Location = Virginia 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1039        0.1688        0.1688        0.1169        0.2597 
##         Venmo 
##        0.1818

## 
## Condición:  Location = Washington 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0822        0.1233        0.2329        0.1644        0.1644 
##         Venmo 
##        0.2329

## 
## Condición:  Location = West Virginia 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1728        0.2099        0.1605        0.1235        0.1852 
##         Venmo 
##        0.1481

## 
## Condición:  Location = Wisconsin 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2400        0.1733        0.1200        0.1600        0.1333 
##         Venmo 
##        0.1733

## 
## Condición:  Location = Wyoming 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1549        0.1127        0.1972        0.1549        0.1408 
##         Venmo 
##        0.2394

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Location )
## 
## Condición:  Location = Alabama 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1798         0.2247         0.1011         0.1910         0.0899 
##   Store Pickup 
##         0.2135

## 
## Condición:  Location = Alaska 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1806         0.1806         0.1944         0.1111         0.2361 
##   Store Pickup 
##         0.0972

## 
## Condición:  Location = Arizona 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1538         0.1846         0.1538         0.1692         0.1538 
##   Store Pickup 
##         0.1846

## 
## Condición:  Location = Arkansas 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1519         0.2025         0.1772         0.2152         0.1392 
##   Store Pickup 
##         0.1139

## 
## Condición:  Location = California 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1474         0.1684         0.1684         0.2105         0.1684 
##   Store Pickup 
##         0.1368

## 
## Condición:  Location = Colorado 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1600         0.0533         0.1733         0.1867         0.1867 
##   Store Pickup 
##         0.2400

## 
## Condición:  Location = Connecticut 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2051         0.1410         0.0769         0.2308         0.1538 
##   Store Pickup 
##         0.1923

## 
## Condición:  Location = Delaware 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1628         0.1628         0.2326         0.1860         0.1047 
##   Store Pickup 
##         0.1512

## 
## Condición:  Location = Florida 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1471         0.2059         0.2500         0.1176         0.1912 
##   Store Pickup 
##         0.0882

## 
## Condición:  Location = Georgia 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1646         0.1646         0.2278         0.1139         0.1013 
##   Store Pickup 
##         0.2278

## 
## Condición:  Location = Hawaii 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1077         0.2000         0.1538         0.1692         0.1538 
##   Store Pickup 
##         0.2154

## 
## Condición:  Location = Idaho 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1613         0.1505         0.1720         0.1720         0.1505 
##   Store Pickup 
##         0.1935

## 
## Condición:  Location = Illinois 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1413         0.1848         0.1522         0.0978         0.1630 
##   Store Pickup 
##         0.2609

## 
## Condición:  Location = Indiana 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1646         0.1772         0.1519         0.1266         0.1266 
##   Store Pickup 
##         0.2532

## 
## Condición:  Location = Iowa 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1014         0.2029         0.1449         0.1304         0.1739 
##   Store Pickup 
##         0.2464

## 
## Condición:  Location = Kansas 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1429         0.1905         0.1905         0.1746         0.1587 
##   Store Pickup 
##         0.1429

## 
## Condición:  Location = Kentucky 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1139         0.2532         0.1519         0.1519         0.1646 
##   Store Pickup 
##         0.1646

## 
## Condición:  Location = Louisiana 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1429         0.1548         0.1667         0.2381         0.1667 
##   Store Pickup 
##         0.1310

## 
## Condición:  Location = Maine 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1169         0.2208         0.2597         0.1039         0.1688 
##   Store Pickup 
##         0.1299

## 
## Condición:  Location = Maryland 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2093         0.1512         0.1744         0.1744         0.2093 
##   Store Pickup 
##         0.0814

## 
## Condición:  Location = Massachusetts 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1944         0.0833         0.1111         0.2639         0.1944 
##   Store Pickup 
##         0.1528

## 
## Condición:  Location = Michigan 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1644         0.1370         0.2055         0.1233         0.2192 
##   Store Pickup 
##         0.1507

## 
## Condición:  Location = Minnesota 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1705         0.1705         0.1477         0.1705         0.1818 
##   Store Pickup 
##         0.1591

## 
## Condición:  Location = Mississippi 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2000         0.1250         0.1875         0.1625         0.1375 
##   Store Pickup 
##         0.1875

## 
## Condición:  Location = Missouri 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.0988         0.1975         0.1605         0.1605         0.2346 
##   Store Pickup 
##         0.1481

## 
## Condición:  Location = Montana 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1979         0.0729         0.2292         0.1562         0.1771 
##   Store Pickup 
##         0.1667

## 
## Condición:  Location = Nebraska 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1379         0.1839         0.1379         0.1379         0.1839 
##   Store Pickup 
##         0.2184

## 
## Condición:  Location = Nevada 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1724         0.1264         0.1954         0.2069         0.1839 
##   Store Pickup 
##         0.1149

## 
## Condición:  Location = New Hampshire 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1690         0.1831         0.1549         0.1549         0.1268 
##   Store Pickup 
##         0.2113

## 
## Condición:  Location = New Jersey 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1642         0.1791         0.1493         0.1642         0.1791 
##   Store Pickup 
##         0.1642

## 
## Condición:  Location = New Mexico 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1481         0.1605         0.1852         0.1975         0.1481 
##   Store Pickup 
##         0.1605

## 
## Condición:  Location = New York 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1609         0.1494         0.2299         0.1724         0.1724 
##   Store Pickup 
##         0.1149

## 
## Condición:  Location = North Carolina 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1795         0.1026         0.1923         0.1667         0.1667 
##   Store Pickup 
##         0.1923

## 
## Condición:  Location = North Dakota 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1687         0.2289         0.2169         0.1084         0.1446 
##   Store Pickup 
##         0.1325

## 
## Condición:  Location = Ohio 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2338         0.0909         0.1688         0.1429         0.1429 
##   Store Pickup 
##         0.2208

## 
## Condición:  Location = Oklahoma 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.0667         0.2267         0.1067         0.1867         0.1733 
##   Store Pickup 
##         0.2400

## 
## Condición:  Location = Oregon 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2568         0.1622         0.1486         0.1757         0.1622 
##   Store Pickup 
##         0.0946

## 
## Condición:  Location = Pennsylvania 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1892         0.1622         0.2027         0.1892         0.1486 
##   Store Pickup 
##         0.1081

## 
## Condición:  Location = Rhode Island 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1111         0.1905         0.1111         0.1746         0.2222 
##   Store Pickup 
##         0.1905

## 
## Condición:  Location = South Carolina 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1711         0.1842         0.1579         0.1842         0.1842 
##   Store Pickup 
##         0.1184

## 
## Condición:  Location = South Dakota 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2143         0.2000         0.1000         0.1571         0.1714 
##   Store Pickup 
##         0.1571

## 
## Condición:  Location = Tennessee 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2208         0.1299         0.1558         0.1558         0.1688 
##   Store Pickup 
##         0.1688

## 
## Condición:  Location = Texas 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.0909         0.1558         0.2468         0.1429         0.1558 
##   Store Pickup 
##         0.2078

## 
## Condición:  Location = Utah 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1127         0.1408         0.2254         0.2113         0.2113 
##   Store Pickup 
##         0.0986

## 
## Condición:  Location = Vermont 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2000         0.1294         0.1529         0.1647         0.2353 
##   Store Pickup 
##         0.1176

## 
## Condición:  Location = Virginia 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1169         0.2208         0.1818         0.1169         0.2208 
##   Store Pickup 
##         0.1429

## 
## Condición:  Location = Washington 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1781         0.1644         0.1918         0.1781         0.1233 
##   Store Pickup 
##         0.1644

## 
## Condición:  Location = West Virginia 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1852         0.1605         0.1852         0.1728         0.1111 
##   Store Pickup 
##         0.1852

## 
## Condición:  Location = Wisconsin 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1600         0.1467         0.1733         0.1600         0.2133 
##   Store Pickup 
##         0.1467

## 
## Condición:  Location = Wyoming 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1127         0.1831         0.1408         0.1690         0.1549 
##   Store Pickup 
##         0.2394

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Location )
## 
## Condición:  Location = Alabama 
##     No    Yes 
## 0.5955 0.4045

## 
## Condición:  Location = Alaska 
##     No    Yes 
## 0.5972 0.4028

## 
## Condición:  Location = Arizona 
##     No    Yes 
## 0.6615 0.3385

## 
## Condición:  Location = Arkansas 
##     No    Yes 
## 0.5316 0.4684

## 
## Condición:  Location = California 
##     No    Yes 
## 0.5789 0.4211

## 
## Condición:  Location = Colorado 
##     No    Yes 
## 0.5867 0.4133

## 
## Condición:  Location = Connecticut 
##     No    Yes 
## 0.6667 0.3333

## 
## Condición:  Location = Delaware 
##     No    Yes 
## 0.5465 0.4535

## 
## Condición:  Location = Florida 
##     No    Yes 
## 0.5441 0.4559

## 
## Condición:  Location = Georgia 
##     No    Yes 
## 0.5949 0.4051

## 
## Condición:  Location = Hawaii 
##     No    Yes 
## 0.5077 0.4923

## 
## Condición:  Location = Idaho 
##     No    Yes 
## 0.5914 0.4086

## 
## Condición:  Location = Illinois 
##     No    Yes 
## 0.5978 0.4022

## 
## Condición:  Location = Indiana 
##     No    Yes 
## 0.4304 0.5696

## 
## Condición:  Location = Iowa 
##     No    Yes 
## 0.4783 0.5217

## 
## Condición:  Location = Kansas 
##     No    Yes 
## 0.7619 0.2381

## 
## Condición:  Location = Kentucky 
##     No    Yes 
## 0.5696 0.4304

## 
## Condición:  Location = Louisiana 
##     No    Yes 
## 0.5833 0.4167

## 
## Condición:  Location = Maine 
##     No    Yes 
## 0.6494 0.3506

## 
## Condición:  Location = Maryland 
##     No    Yes 
## 0.5581 0.4419

## 
## Condición:  Location = Massachusetts 
##     No    Yes 
## 0.5139 0.4861

## 
## Condición:  Location = Michigan 
##     No    Yes 
## 0.6027 0.3973

## 
## Condición:  Location = Minnesota 
##     No    Yes 
## 0.5568 0.4432

## 
## Condición:  Location = Mississippi 
##    No   Yes 
## 0.525 0.475

## 
## Condición:  Location = Missouri 
##     No    Yes 
## 0.5062 0.4938

## 
## Condición:  Location = Montana 
##    No   Yes 
## 0.625 0.375

## 
## Condición:  Location = Nebraska 
##     No    Yes 
## 0.5747 0.4253

## 
## Condición:  Location = Nevada 
##     No    Yes 
## 0.5287 0.4713

## 
## Condición:  Location = New Hampshire 
##     No    Yes 
## 0.5634 0.4366

## 
## Condición:  Location = New Jersey 
##    No   Yes 
## 0.597 0.403

## 
## Condición:  Location = New Mexico 
##     No    Yes 
## 0.5556 0.4444

## 
## Condición:  Location = New York 
##     No    Yes 
## 0.5862 0.4138

## 
## Condición:  Location = North Carolina 
##     No    Yes 
## 0.5513 0.4487

## 
## Condición:  Location = North Dakota 
##     No    Yes 
## 0.5422 0.4578

## 
## Condición:  Location = Ohio 
##     No    Yes 
## 0.5584 0.4416

## 
## Condición:  Location = Oklahoma 
##   No  Yes 
## 0.52 0.48

## 
## Condición:  Location = Oregon 
##     No    Yes 
## 0.4865 0.5135

## 
## Condición:  Location = Pennsylvania 
##     No    Yes 
## 0.5541 0.4459

## 
## Condición:  Location = Rhode Island 
##     No    Yes 
## 0.6032 0.3968

## 
## Condición:  Location = South Carolina 
##  No Yes 
## 0.5 0.5

## 
## Condición:  Location = South Dakota 
##     No    Yes 
## 0.6286 0.3714

## 
## Condición:  Location = Tennessee 
##     No    Yes 
## 0.6364 0.3636

## 
## Condición:  Location = Texas 
##     No    Yes 
## 0.6364 0.3636

## 
## Condición:  Location = Utah 
##     No    Yes 
## 0.5352 0.4648

## 
## Condición:  Location = Vermont 
##     No    Yes 
## 0.6118 0.3882

## 
## Condición:  Location = Virginia 
##     No    Yes 
## 0.6234 0.3766

## 
## Condición:  Location = Washington 
##     No    Yes 
## 0.5616 0.4384

## 
## Condición:  Location = West Virginia 
##     No    Yes 
## 0.5062 0.4938

## 
## Condición:  Location = Wisconsin 
##   No  Yes 
## 0.52 0.48

## 
## Condición:  Location = Wyoming 
##     No    Yes 
## 0.5775 0.4225

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Location )
## 
## Condición:  Location = Alabama 
##     No    Yes 
## 0.5955 0.4045

## 
## Condición:  Location = Alaska 
##     No    Yes 
## 0.5972 0.4028

## 
## Condición:  Location = Arizona 
##     No    Yes 
## 0.6615 0.3385

## 
## Condición:  Location = Arkansas 
##     No    Yes 
## 0.5316 0.4684

## 
## Condición:  Location = California 
##     No    Yes 
## 0.5789 0.4211

## 
## Condición:  Location = Colorado 
##     No    Yes 
## 0.5867 0.4133

## 
## Condición:  Location = Connecticut 
##     No    Yes 
## 0.6667 0.3333

## 
## Condición:  Location = Delaware 
##     No    Yes 
## 0.5465 0.4535

## 
## Condición:  Location = Florida 
##     No    Yes 
## 0.5441 0.4559

## 
## Condición:  Location = Georgia 
##     No    Yes 
## 0.5949 0.4051

## 
## Condición:  Location = Hawaii 
##     No    Yes 
## 0.5077 0.4923

## 
## Condición:  Location = Idaho 
##     No    Yes 
## 0.5914 0.4086

## 
## Condición:  Location = Illinois 
##     No    Yes 
## 0.5978 0.4022

## 
## Condición:  Location = Indiana 
##     No    Yes 
## 0.4304 0.5696

## 
## Condición:  Location = Iowa 
##     No    Yes 
## 0.4783 0.5217

## 
## Condición:  Location = Kansas 
##     No    Yes 
## 0.7619 0.2381

## 
## Condición:  Location = Kentucky 
##     No    Yes 
## 0.5696 0.4304

## 
## Condición:  Location = Louisiana 
##     No    Yes 
## 0.5833 0.4167

## 
## Condición:  Location = Maine 
##     No    Yes 
## 0.6494 0.3506

## 
## Condición:  Location = Maryland 
##     No    Yes 
## 0.5581 0.4419

## 
## Condición:  Location = Massachusetts 
##     No    Yes 
## 0.5139 0.4861

## 
## Condición:  Location = Michigan 
##     No    Yes 
## 0.6027 0.3973

## 
## Condición:  Location = Minnesota 
##     No    Yes 
## 0.5568 0.4432

## 
## Condición:  Location = Mississippi 
##    No   Yes 
## 0.525 0.475

## 
## Condición:  Location = Missouri 
##     No    Yes 
## 0.5062 0.4938

## 
## Condición:  Location = Montana 
##    No   Yes 
## 0.625 0.375

## 
## Condición:  Location = Nebraska 
##     No    Yes 
## 0.5747 0.4253

## 
## Condición:  Location = Nevada 
##     No    Yes 
## 0.5287 0.4713

## 
## Condición:  Location = New Hampshire 
##     No    Yes 
## 0.5634 0.4366

## 
## Condición:  Location = New Jersey 
##    No   Yes 
## 0.597 0.403

## 
## Condición:  Location = New Mexico 
##     No    Yes 
## 0.5556 0.4444

## 
## Condición:  Location = New York 
##     No    Yes 
## 0.5862 0.4138

## 
## Condición:  Location = North Carolina 
##     No    Yes 
## 0.5513 0.4487

## 
## Condición:  Location = North Dakota 
##     No    Yes 
## 0.5422 0.4578

## 
## Condición:  Location = Ohio 
##     No    Yes 
## 0.5584 0.4416

## 
## Condición:  Location = Oklahoma 
##   No  Yes 
## 0.52 0.48

## 
## Condición:  Location = Oregon 
##     No    Yes 
## 0.4865 0.5135

## 
## Condición:  Location = Pennsylvania 
##     No    Yes 
## 0.5541 0.4459

## 
## Condición:  Location = Rhode Island 
##     No    Yes 
## 0.6032 0.3968

## 
## Condición:  Location = South Carolina 
##  No Yes 
## 0.5 0.5

## 
## Condición:  Location = South Dakota 
##     No    Yes 
## 0.6286 0.3714

## 
## Condición:  Location = Tennessee 
##     No    Yes 
## 0.6364 0.3636

## 
## Condición:  Location = Texas 
##     No    Yes 
## 0.6364 0.3636

## 
## Condición:  Location = Utah 
##     No    Yes 
## 0.5352 0.4648

## 
## Condición:  Location = Vermont 
##     No    Yes 
## 0.6118 0.3882

## 
## Condición:  Location = Virginia 
##     No    Yes 
## 0.6234 0.3766

## 
## Condición:  Location = Washington 
##     No    Yes 
## 0.5616 0.4384

## 
## Condición:  Location = West Virginia 
##     No    Yes 
## 0.5062 0.4938

## 
## Condición:  Location = Wisconsin 
##   No  Yes 
## 0.52 0.48

## 
## Condición:  Location = Wyoming 
##     No    Yes 
## 0.5775 0.4225

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Location )
## 
## Condición:  Location = Alabama 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1124        0.0899        0.1910        0.2247        0.2135 
##         Venmo 
##        0.1685

## 
## Condición:  Location = Alaska 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1667        0.0833        0.2500        0.1250        0.1806 
##         Venmo 
##        0.1944

## 
## Condición:  Location = Arizona 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1538        0.1231        0.1846        0.2154        0.2000 
##         Venmo 
##        0.1231

## 
## Condición:  Location = Arkansas 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1899        0.2532        0.1392        0.1139        0.1772 
##         Venmo 
##        0.1266

## 
## Condición:  Location = California 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0737        0.1684        0.2000        0.1789        0.2105 
##         Venmo 
##        0.1684

## 
## Condición:  Location = Colorado 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1867        0.1733        0.1867        0.1733        0.1600 
##         Venmo 
##        0.1200

## 
## Condición:  Location = Connecticut 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1282        0.2179        0.1410        0.1538        0.2179 
##         Venmo 
##        0.1410

## 
## Condición:  Location = Delaware 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1860        0.1512        0.1163        0.1279        0.1628 
##         Venmo 
##        0.2558

## 
## Condición:  Location = Florida 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1618        0.1029        0.2059        0.1765        0.2059 
##         Venmo 
##        0.1471

## 
## Condición:  Location = Georgia 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1772        0.1772        0.2532        0.1646        0.0886 
##         Venmo 
##        0.1392

## 
## Condición:  Location = Hawaii 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2462        0.2154        0.1231        0.1846        0.1231 
##         Venmo 
##        0.1077

## 
## Condición:  Location = Idaho 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1398        0.1505        0.1828        0.1505        0.2258 
##         Venmo 
##        0.1505

## 
## Condición:  Location = Illinois 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1196        0.2174        0.1304        0.1087        0.1196 
##         Venmo 
##        0.3043

## 
## Condición:  Location = Indiana 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2405        0.1899        0.1519        0.1392        0.1392 
##         Venmo 
##        0.1392

## 
## Condición:  Location = Iowa 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1304        0.2174        0.1159        0.2029        0.1304 
##         Venmo 
##        0.2029

## 
## Condición:  Location = Kansas 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1429        0.1905        0.2540        0.1587        0.1587 
##         Venmo 
##        0.0952

## 
## Condición:  Location = Kentucky 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1139        0.1899        0.1519        0.1772        0.2152 
##         Venmo 
##        0.1519

## 
## Condición:  Location = Louisiana 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1429        0.1667        0.2262        0.1548        0.1429 
##         Venmo 
##        0.1667

## 
## Condición:  Location = Maine 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1688        0.1818        0.1818        0.1558        0.1169 
##         Venmo 
##        0.1948

## 
## Condición:  Location = Maryland 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1279        0.1628        0.2209        0.0930        0.2093 
##         Venmo 
##        0.1860

## 
## Condición:  Location = Massachusetts 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1389        0.2500        0.0972        0.2500        0.1667 
##         Venmo 
##        0.0972

## 
## Condición:  Location = Michigan 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1781        0.1781        0.1507        0.1233        0.2055 
##         Venmo 
##        0.1644

## 
## Condición:  Location = Minnesota 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1364        0.1818        0.1250        0.1364        0.2159 
##         Venmo 
##        0.2045

## 
## Condición:  Location = Mississippi 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1000        0.1250        0.2375        0.1875        0.1625 
##         Venmo 
##        0.1875

## 
## Condición:  Location = Missouri 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2346        0.1111        0.0988        0.2099        0.2222 
##         Venmo 
##        0.1235

## 
## Condición:  Location = Montana 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2188        0.2188        0.0938        0.1875        0.1458 
##         Venmo 
##        0.1354

## 
## Condición:  Location = Nebraska 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1839        0.2299        0.1149        0.1379        0.1379 
##         Venmo 
##        0.1954

## 
## Condición:  Location = Nevada 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1149        0.2184        0.2529        0.1379        0.1494 
##         Venmo 
##        0.1264

## 
## Condición:  Location = New Hampshire 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1408        0.2817        0.1127        0.1408        0.1690 
##         Venmo 
##        0.1549

## 
## Condición:  Location = New Jersey 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1493        0.1194        0.1791        0.1791        0.1642 
##         Venmo 
##        0.2090

## 
## Condición:  Location = New Mexico 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1975        0.0864        0.1605        0.1852        0.2099 
##         Venmo 
##        0.1605

## 
## Condición:  Location = New York 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1954        0.1609        0.1954        0.1494        0.1609 
##         Venmo 
##        0.1379

## 
## Condición:  Location = North Carolina 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1923        0.1667        0.1795        0.2051        0.1538 
##         Venmo 
##        0.1026

## 
## Condición:  Location = North Dakota 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1687        0.1928        0.1446        0.1446        0.1566 
##         Venmo 
##        0.1928

## 
## Condición:  Location = Ohio 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0390        0.1429        0.1558        0.1688        0.2597 
##         Venmo 
##        0.2338

## 
## Condición:  Location = Oklahoma 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2000        0.1600        0.1600        0.1333        0.2000 
##         Venmo 
##        0.1467

## 
## Condición:  Location = Oregon 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1622        0.1757        0.1486        0.1757        0.1892 
##         Venmo 
##        0.1486

## 
## Condición:  Location = Pennsylvania 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1622        0.2162        0.2027        0.0676        0.2027 
##         Venmo 
##        0.1486

## 
## Condición:  Location = Rhode Island 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1746        0.1111        0.1587        0.1429        0.2540 
##         Venmo 
##        0.1587

## 
## Condición:  Location = South Carolina 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1184        0.2237        0.2105        0.1053        0.1184 
##         Venmo 
##        0.2237

## 
## Condición:  Location = South Dakota 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1286        0.1857        0.1714        0.1857        0.1429 
##         Venmo 
##        0.1857

## 
## Condición:  Location = Tennessee 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1299        0.2078        0.1299        0.2208        0.2338 
##         Venmo 
##        0.0779

## 
## Condición:  Location = Texas 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1818        0.1299        0.1688        0.1948        0.1948 
##         Venmo 
##        0.1299

## 
## Condición:  Location = Utah 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1268        0.1831        0.1690        0.1408        0.1972 
##         Venmo 
##        0.1831

## 
## Condición:  Location = Vermont 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1765        0.1412        0.1647        0.1765        0.1882 
##         Venmo 
##        0.1529

## 
## Condición:  Location = Virginia 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0779        0.1429        0.2857        0.1948        0.1558 
##         Venmo 
##        0.1429

## 
## Condición:  Location = Washington 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1781        0.1918        0.1370        0.2192        0.1370 
##         Venmo 
##        0.1370

## 
## Condición:  Location = West Virginia 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1975        0.1605        0.2222        0.0741        0.1481 
##         Venmo 
##        0.1975

## 
## Condición:  Location = Wisconsin 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2533        0.1200        0.1467        0.1600        0.1467 
##         Venmo 
##        0.1733

## 
## Condición:  Location = Wyoming 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0986        0.1408        0.2394        0.2817        0.0845 
##         Venmo 
##        0.1549

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Location )
## 
## Condición:  Location = Alabama 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1011         0.1573         0.2022         0.1798         0.1461 
##      Quarterly         Weekly 
##         0.0899         0.1236

## 
## Condición:  Location = Alaska 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1250         0.0833         0.1528         0.2500         0.1250 
##      Quarterly         Weekly 
##         0.1111         0.1528

## 
## Condición:  Location = Arizona 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1231         0.2000         0.1538         0.1077         0.1846 
##      Quarterly         Weekly 
##         0.1385         0.0923

## 
## Condición:  Location = Arkansas 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1392         0.1646         0.1392         0.1266         0.1139 
##      Quarterly         Weekly 
##         0.1899         0.1266

## 
## Condición:  Location = California 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1789         0.1158         0.1579         0.0737         0.1895 
##      Quarterly         Weekly 
##         0.1263         0.1579

## 
## Condición:  Location = Colorado 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1467         0.0667         0.1867         0.2000         0.1200 
##      Quarterly         Weekly 
##         0.1600         0.1200

## 
## Condición:  Location = Connecticut 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1923         0.1410         0.1538         0.0897         0.1667 
##      Quarterly         Weekly 
##         0.1410         0.1154

## 
## Condición:  Location = Delaware 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.0814         0.1279         0.1395         0.1744         0.1860 
##      Quarterly         Weekly 
##         0.2093         0.0814

## 
## Condición:  Location = Florida 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.2206         0.1618         0.1471         0.1029         0.0882 
##      Quarterly         Weekly 
##         0.1471         0.1324

## 
## Condición:  Location = Georgia 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1392         0.1392         0.1392         0.1013         0.1013 
##      Quarterly         Weekly 
##         0.1519         0.2278

## 
## Condición:  Location = Hawaii 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1231         0.1846         0.1077         0.1231         0.0923 
##      Quarterly         Weekly 
##         0.1385         0.2308

## 
## Condición:  Location = Idaho 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1290         0.1183         0.2043         0.1505         0.1720 
##      Quarterly         Weekly 
##         0.1290         0.0968

## 
## Condición:  Location = Illinois 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.0870         0.2174         0.1413         0.1630         0.1196 
##      Quarterly         Weekly 
##         0.1304         0.1413

## 
## Condición:  Location = Indiana 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1772         0.1266         0.1139         0.1646         0.0886 
##      Quarterly         Weekly 
##         0.1392         0.1899

## 
## Condición:  Location = Iowa 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1014         0.1159         0.1304         0.1594         0.1449 
##      Quarterly         Weekly 
##         0.2029         0.1449

## 
## Condición:  Location = Kansas 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1429         0.2063         0.0952         0.0635         0.1746 
##      Quarterly         Weekly 
##         0.1587         0.1587

## 
## Condición:  Location = Kentucky 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1519         0.2025         0.1013         0.1519         0.1519 
##      Quarterly         Weekly 
##         0.1139         0.1266

## 
## Condición:  Location = Louisiana 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1190         0.0833         0.1310         0.1429         0.1190 
##      Quarterly         Weekly 
##         0.1667         0.2381

## 
## Condición:  Location = Maine 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1558         0.0909         0.2208         0.1818         0.1429 
##      Quarterly         Weekly 
##         0.0909         0.1169

## 
## Condición:  Location = Maryland 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1744         0.1628         0.1512         0.1047         0.1512 
##      Quarterly         Weekly 
##         0.0930         0.1628

## 
## Condición:  Location = Massachusetts 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1250         0.1806         0.0972         0.1806         0.1806 
##      Quarterly         Weekly 
##         0.0972         0.1389

## 
## Condición:  Location = Michigan 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1781         0.1096         0.1781         0.1096         0.1096 
##      Quarterly         Weekly 
##         0.2055         0.1096

## 
## Condición:  Location = Minnesota 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1136         0.0909         0.1705         0.1818         0.2045 
##      Quarterly         Weekly 
##         0.0909         0.1477

## 
## Condición:  Location = Mississippi 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1250         0.1125         0.1500         0.1750         0.1250 
##      Quarterly         Weekly 
##         0.1750         0.1375

## 
## Condición:  Location = Missouri 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1481         0.1358         0.0741         0.0988         0.1111 
##      Quarterly         Weekly 
##         0.2963         0.1358

## 
## Condición:  Location = Montana 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1771         0.1146         0.1562         0.1562         0.1042 
##      Quarterly         Weekly 
##         0.1667         0.1250

## 
## Condición:  Location = Nebraska 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1839         0.0920         0.2069         0.2069         0.1264 
##      Quarterly         Weekly 
##         0.0690         0.1149

## 
## Condición:  Location = Nevada 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1609         0.1724         0.1494         0.0920         0.1724 
##      Quarterly         Weekly 
##         0.1149         0.1379

## 
## Condición:  Location = New Hampshire 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1690         0.1127         0.1268         0.1127         0.1972 
##      Quarterly         Weekly 
##         0.1831         0.0986

## 
## Condición:  Location = New Jersey 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1343         0.2388         0.1493         0.0896         0.1642 
##      Quarterly         Weekly 
##         0.1493         0.0746

## 
## Condición:  Location = New Mexico 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1728         0.1358         0.1481         0.1605         0.1358 
##      Quarterly         Weekly 
##         0.1111         0.1358

## 
## Condición:  Location = New York 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1264         0.1609         0.1609         0.1034         0.1954 
##      Quarterly         Weekly 
##         0.0805         0.1724

## 
## Condición:  Location = North Carolina 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1154         0.1026         0.1154         0.1410         0.1795 
##      Quarterly         Weekly 
##         0.1538         0.1923

## 
## Condición:  Location = North Dakota 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1325         0.1446         0.2048         0.1084         0.1325 
##      Quarterly         Weekly 
##         0.1807         0.0964

## 
## Condición:  Location = Ohio 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1558         0.1299         0.1558         0.2338         0.1169 
##      Quarterly         Weekly 
##         0.1039         0.1039

## 
## Condición:  Location = Oklahoma 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1467         0.1200         0.1467         0.0933         0.1733 
##      Quarterly         Weekly 
##         0.1067         0.2133

## 
## Condición:  Location = Oregon 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.0811         0.2027         0.2027         0.1081         0.1216 
##      Quarterly         Weekly 
##         0.1216         0.1622

## 
## Condición:  Location = Pennsylvania 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.0811         0.1622         0.2162         0.0811         0.1757 
##      Quarterly         Weekly 
##         0.1216         0.1622

## 
## Condición:  Location = Rhode Island 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1429         0.1746         0.1429         0.1429         0.1270 
##      Quarterly         Weekly 
##         0.1270         0.1429

## 
## Condición:  Location = South Carolina 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.2368         0.1579         0.1316         0.0658         0.1316 
##      Quarterly         Weekly 
##         0.1842         0.0921

## 
## Condición:  Location = South Dakota 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1857         0.1571         0.1429         0.1429         0.1143 
##      Quarterly         Weekly 
##         0.1429         0.1143

## 
## Condición:  Location = Tennessee 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1688         0.1558         0.0649         0.1688         0.1429 
##      Quarterly         Weekly 
##         0.1299         0.1688

## 
## Condición:  Location = Texas 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1299         0.1169         0.1558         0.1558         0.1818 
##      Quarterly         Weekly 
##         0.1299         0.1299

## 
## Condición:  Location = Utah 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1690         0.1268         0.1972         0.1549         0.0986 
##      Quarterly         Weekly 
##         0.1549         0.0986

## 
## Condición:  Location = Vermont 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1529         0.1412         0.1529         0.1176         0.1176 
##      Quarterly         Weekly 
##         0.2118         0.1059

## 
## Condición:  Location = Virginia 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1558         0.1299         0.1039         0.1429         0.1169 
##      Quarterly         Weekly 
##         0.1818         0.1688

## 
## Condición:  Location = Washington 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1507         0.1233         0.1781         0.1370         0.1370 
##      Quarterly         Weekly 
##         0.1644         0.1096

## 
## Condición:  Location = West Virginia 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1235         0.1728         0.1235         0.1235         0.1481 
##      Quarterly         Weekly 
##         0.1852         0.1235

## 
## Condición:  Location = Wisconsin 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.2000         0.0933         0.1467         0.1733         0.1467 
##      Quarterly         Weekly 
##         0.1467         0.0933

## 
## Condición:  Location = Wyoming 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1972         0.1268         0.1268         0.1549         0.0986 
##      Quarterly         Weekly 
##         0.1268         0.1690

## 
## ======================================
## Calculando probabilidades condicionales P( Color | Size )
## 
## Condición:  Size = L 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0285    0.0503    0.0456    0.0380    0.0304    0.0456    0.0361    0.0380 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0522    0.0332    0.0389    0.0304    0.0370    0.0361    0.0399    0.0323 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0494    0.0370    0.0389    0.0446    0.0513    0.0418    0.0399    0.0285 
##    Yellow 
##    0.0560

## 
## Condición:  Size = M 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0382    0.0387    0.0370    0.0370    0.0439    0.0370    0.0376    0.0444 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0399    0.0416    0.0370    0.0405    0.0433    0.0490    0.0422    0.0399 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0359    0.0353    0.0370    0.0450    0.0399    0.0330    0.0496    0.0405 
##    Yellow 
##    0.0365

## 
## Condición:  Size = S 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0407    0.0407    0.0437    0.0317    0.0362    0.0528    0.0332    0.0392 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0347    0.0377    0.0407    0.0392    0.0452    0.0543    0.0332    0.0452 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0317    0.0437    0.0362    0.0483    0.0437    0.0377    0.0347    0.0317 
##    Yellow 
##    0.0437

## 
## Condición:  Size = XL 
##     Beige     Black      Blue     Brown  Charcoal      Cyan      Gold      Gray 
##    0.0536    0.0443    0.0233    0.0350    0.0466    0.0420    0.0280    0.0350 
##     Green    Indigo  Lavender   Magenta    Maroon     Olive    Orange     Peach 
##    0.0490    0.0326    0.0326    0.0536    0.0303    0.0396    0.0373    0.0350 
##      Pink    Purple       Red    Silver      Teal Turquoise    Violet     White 
##    0.0396    0.0490    0.0420    0.0350    0.0443    0.0420    0.0326    0.0466 
##    Yellow 
##    0.0513

## 
## ======================================
## Calculando probabilidades condicionales P( Season | Size )
## 
## Condición:  Size = L 
##   Fall Spring Summer Winter 
## 0.2469 0.2431 0.2441 0.2659

## 
## Condición:  Size = M 
##   Fall Spring Summer Winter 
## 0.2501 0.2575 0.2536 0.2387

## 
## Condición:  Size = S 
##   Fall Spring Summer Winter 
## 0.2594 0.2700 0.2413 0.2293

## 
## Condición:  Size = XL 
##   Fall Spring Summer Winter 
## 0.2424 0.2611 0.2168 0.2797

## 
## ======================================
## Calculando probabilidades condicionales P( Review.Rating | Size )
## 
## Condición:  Size = L 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0104 0.0446 0.0313 0.0342 0.0532 0.0465 0.0427 0.0351 0.0408 0.0513 0.0418 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0332 0.0342 0.0380 0.0446 0.0465 0.0361 0.0437 0.0285 0.0389 0.0342 0.0465 
##    4.7    4.8    4.9    5.0 
## 0.0408 0.0399 0.0456 0.0171

## 
## Condición:  Size = M 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0228 0.0399 0.0444 0.0365 0.0433 0.0382 0.0416 0.0382 0.0376 0.0467 0.0405 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0433 0.0479 0.0336 0.0490 0.0450 0.0359 0.0422 0.0376 0.0376 0.0359 0.0387 
##    4.7    4.8    4.9    5.0 
## 0.0353 0.0330 0.0387 0.0165

## 
## Condición:  Size = S 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0090 0.0362 0.0407 0.0392 0.0302 0.0452 0.0377 0.0392 0.0392 0.0422 0.0407 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0347 0.0317 0.0452 0.0347 0.0558 0.0392 0.0513 0.0468 0.0392 0.0287 0.0452 
##    4.7    4.8    4.9    5.0 
## 0.0317 0.0392 0.0558 0.0211

## 
## Condición:  Size = XL 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0210 0.0420 0.0373 0.0233 0.0420 0.0373 0.0326 0.0513 0.0396 0.0420 0.0326 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0350 0.0350 0.0303 0.0163 0.0373 0.0490 0.0396 0.0466 0.0583 0.0490 0.0629 
##    4.7    4.8    4.9    5.0 
## 0.0513 0.0420 0.0303 0.0163

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Size )
## 
## Condición:  Size = L 
##     No    Yes 
## 0.7198 0.2802

## 
## Condición:  Size = M 
##     No    Yes 
## 0.7311 0.2689

## 
## Condición:  Size = S 
##     No    Yes 
## 0.7376 0.2624

## 
## Condición:  Size = XL 
##     No    Yes 
## 0.7389 0.2611

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Size )
## 
## Condición:  Size = L 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1700        0.1728        0.1785        0.1538        0.1633 
##         Venmo 
##        0.1614

## 
## Condición:  Size = M 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1618        0.1641        0.1829        0.1556        0.1584 
##         Venmo 
##        0.1772

## 
## Condición:  Size = S 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1614        0.1614        0.1614        0.1750        0.1735 
##         Venmo 
##        0.1674

## 
## Condición:  Size = XL 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1445        0.1655        0.1865        0.1911        0.1702 
##         Venmo 
##        0.1422

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Size )
## 
## Condición:  Size = L 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1624         0.1624         0.1681         0.1700         0.1776 
##   Store Pickup 
##         0.1595

## 
## Condición:  Size = M 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1630         0.1624         0.1749         0.1652         0.1681 
##   Store Pickup 
##         0.1664

## 
## Condición:  Size = S 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1644         0.1629         0.1825         0.1644         0.1448 
##   Store Pickup 
##         0.1810

## 
## Condición:  Size = XL 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1422         0.1911         0.1632         0.1632         0.1772 
##   Store Pickup 
##         0.1632

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Size )
## 
## Condición:  Size = L 
##    No   Yes 
## 0.566 0.434

## 
## Condición:  Size = M 
##     No    Yes 
## 0.5772 0.4228

## 
## Condición:  Size = S 
##    No   Yes 
## 0.546 0.454

## 
## Condición:  Size = XL 
##     No    Yes 
## 0.5874 0.4126

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Size )
## 
## Condición:  Size = L 
##    No   Yes 
## 0.566 0.434

## 
## Condición:  Size = M 
##     No    Yes 
## 0.5772 0.4228

## 
## Condición:  Size = S 
##    No   Yes 
## 0.546 0.454

## 
## Condición:  Size = XL 
##     No    Yes 
## 0.5874 0.4126

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Size )
## 
## Condición:  Size = L 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1567        0.1586        0.1643        0.1785        0.1747 
##         Venmo 
##        0.1671

## 
## Condición:  Size = M 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1595        0.1635        0.1738        0.1595        0.1795 
##         Venmo 
##        0.1641

## 
## Condición:  Size = S 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1508        0.1946        0.1538        0.1584        0.1689 
##         Venmo 
##        0.1735

## 
## Condición:  Size = XL 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1562        0.2028        0.2121        0.1469        0.1538 
##         Venmo 
##        0.1282

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Size )
## 
## Condición:  Size = L 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1387         0.1368         0.1605         0.1349         0.1605 
##      Quarterly         Weekly 
##         0.1406         0.1282

## 
## Condición:  Size = M 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1504         0.1413         0.1419         0.1356         0.1368 
##      Quarterly         Weekly 
##         0.1493         0.1447

## 
## Condición:  Size = S 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1388         0.1418         0.1493         0.1538         0.1493 
##      Quarterly         Weekly 
##         0.1357         0.1312

## 
## Condición:  Size = XL 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1632         0.1422         0.1562         0.1399         0.1049 
##      Quarterly         Weekly 
##         0.1469         0.1469

## 
## ======================================
## Calculando probabilidades condicionales P( Season | Color )
## 
## Condición:  Color = Beige 
##   Fall Spring Summer Winter 
## 0.2313 0.2653 0.2517 0.2517

## 
## Condición:  Color = Black 
##   Fall Spring Summer Winter 
## 0.2515 0.2575 0.2515 0.2395

## 
## Condición:  Color = Blue 
##   Fall Spring Summer Winter 
## 0.2105 0.2566 0.3026 0.2303

## 
## Condición:  Color = Brown 
##   Fall Spring Summer Winter 
## 0.2482 0.2340 0.2340 0.2837

## 
## Condición:  Color = Charcoal 
##   Fall Spring Summer Winter 
## 0.2092 0.2745 0.2353 0.2810

## 
## Condición:  Color = Cyan 
##   Fall Spring Summer Winter 
## 0.2590 0.2530 0.2530 0.2349

## 
## Condición:  Color = Gold 
##   Fall Spring Summer Winter 
## 0.2609 0.2754 0.2174 0.2464

## 
## Condición:  Color = Gray 
##   Fall Spring Summer Winter 
## 0.2767 0.3019 0.2516 0.1698

## 
## Condición:  Color = Green 
##   Fall Spring Summer Winter 
## 0.2189 0.2249 0.2604 0.2959

## 
## Condición:  Color = Indigo 
##   Fall Spring Summer Winter 
## 0.2517 0.2517 0.2177 0.2789

## 
## Condición:  Color = Lavender 
##   Fall Spring Summer Winter 
## 0.2585 0.2177 0.2653 0.2585

## 
## Condición:  Color = Magenta 
##   Fall Spring Summer Winter 
## 0.3289 0.2434 0.2303 0.1974

## 
## Condición:  Color = Maroon 
##   Fall Spring Summer Winter 
## 0.2532 0.2468 0.2215 0.2785

## 
## Condición:  Color = Olive 
##   Fall Spring Summer Winter 
## 0.2655 0.2938 0.1977 0.2429

## 
## Condición:  Color = Orange 
##   Fall Spring Summer Winter 
## 0.2922 0.2532 0.2403 0.2143

## 
## Condición:  Color = Peach 
##   Fall Spring Summer Winter 
## 0.2819 0.2550 0.1611 0.3020

## 
## Condición:  Color = Pink 
##   Fall Spring Summer Winter 
## 0.2288 0.2876 0.1895 0.2941

## 
## Condición:  Color = Purple 
##   Fall Spring Summer Winter 
## 0.2450 0.2848 0.2517 0.2185

## 
## Condición:  Color = Red 
##   Fall Spring Summer Winter 
## 0.2838 0.2095 0.2432 0.2635

## 
## Condición:  Color = Silver 
##   Fall Spring Summer Winter 
## 0.2254 0.2139 0.3410 0.2197

## 
## Condición:  Color = Teal 
##   Fall Spring Summer Winter 
## 0.2326 0.2674 0.2849 0.2151

## 
## Condición:  Color = Turquoise 
##   Fall Spring Summer Winter 
## 0.1862 0.2828 0.2483 0.2828

## 
## Condición:  Color = Violet 
##   Fall Spring Summer Winter 
## 0.2651 0.2711 0.2410 0.2229

## 
## Condición:  Color = White 
##   Fall Spring Summer Winter 
## 0.1901 0.2535 0.3028 0.2535

## 
## Condición:  Color = Yellow 
##   Fall Spring Summer Winter 
## 0.2874 0.2299 0.2184 0.2644

## 
## ======================================
## Calculando probabilidades condicionales P( Review.Rating | Color )
## 
## Condición:  Color = Beige 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0136 0.0408 0.0544 0.0408 0.0272 0.0884 0.0544 0.0680 0.0340 0.0612 0.0340 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0408 0.0408 0.0544 0.0476 0.0000 0.0408 0.0272 0.0204 0.0340 0.0340 0.0408 
##    4.7    4.8    4.9    5.0 
## 0.0340 0.0544 0.0136 0.0000

## 
## Condición:  Color = Black 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0299 0.0240 0.0419 0.0419 0.0299 0.0120 0.0359 0.0599 0.0240 0.0359 0.0240 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0060 0.0240 0.0419 0.0778 0.0778 0.0479 0.0240 0.0359 0.0479 0.0539 0.0539 
##    4.7    4.8    4.9    5.0 
## 0.0419 0.0419 0.0299 0.0359

## 
## Condición:  Color = Blue 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0461 0.0329 0.0526 0.0461 0.0461 0.0197 0.0526 0.0461 0.0658 0.0461 0.0395 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0329 0.0263 0.0461 0.0263 0.0132 0.0329 0.0461 0.0526 0.0395 0.0132 0.0461 
##    4.7    4.8    4.9    5.0 
## 0.0263 0.0461 0.0526 0.0066

## 
## Condición:  Color = Brown 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0284 0.0355 0.0426 0.0142 0.0426 0.0213 0.0638 0.0284 0.0567 0.0426 0.0496 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0426 0.0213 0.0496 0.0426 0.0426 0.0496 0.0213 0.0496 0.0426 0.0426 0.0638 
##    4.7    4.8    4.9    5.0 
## 0.0284 0.0284 0.0355 0.0142

## 
## Condición:  Color = Charcoal 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0261 0.0458 0.0523 0.0523 0.0196 0.0261 0.0196 0.0196 0.0523 0.0458 0.0327 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0261 0.0392 0.0261 0.0392 0.0523 0.0523 0.0392 0.0588 0.0588 0.0458 0.0261 
##    4.7    4.8    4.9    5.0 
## 0.0458 0.0523 0.0261 0.0196

## 
## Condición:  Color = Cyan 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0120 0.0542 0.0361 0.0602 0.0783 0.0542 0.0181 0.0301 0.0422 0.0783 0.0422 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0542 0.0301 0.0241 0.0663 0.0241 0.0120 0.0301 0.0482 0.0361 0.0241 0.0542 
##    4.7    4.8    4.9    5.0 
## 0.0120 0.0120 0.0482 0.0181

## 
## Condición:  Color = Gold 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0145 0.0290 0.0507 0.0145 0.0942 0.0507 0.0507 0.0362 0.0507 0.0362 0.0652 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0725 0.0217 0.0217 0.0290 0.0217 0.0435 0.0217 0.0507 0.0362 0.0290 0.0290 
##    4.7    4.8    4.9    5.0 
## 0.0362 0.0435 0.0362 0.0145

## 
## Condición:  Color = Gray 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0189 0.0503 0.0440 0.0503 0.0252 0.0377 0.0314 0.0189 0.0252 0.0252 0.0314 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0126 0.0314 0.0189 0.0503 0.0377 0.0189 0.0440 0.0566 0.0692 0.0503 0.0377 
##    4.7    4.8    4.9    5.0 
## 0.0629 0.0629 0.0818 0.0063

## 
## Condición:  Color = Green 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0178 0.0533 0.0118 0.0414 0.0533 0.0296 0.0296 0.0533 0.0651 0.0828 0.0533 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0296 0.0355 0.0355 0.0237 0.0533 0.0355 0.0533 0.0414 0.0414 0.0296 0.0237 
##    4.7    4.8    4.9    5.0 
## 0.0178 0.0355 0.0414 0.0118

## 
## Condición:  Color = Indigo 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0136 0.0340 0.0408 0.0272 0.0544 0.0680 0.0476 0.0340 0.0612 0.0408 0.0476 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0408 0.0544 0.0340 0.0476 0.0272 0.0068 0.0476 0.0204 0.0544 0.0408 0.0476 
##    4.7    4.8    4.9    5.0 
## 0.0204 0.0340 0.0340 0.0204

## 
## Condición:  Color = Lavender 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0136 0.0612 0.0544 0.0272 0.0204 0.0544 0.0408 0.0408 0.0136 0.0408 0.0408 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0340 0.0816 0.0272 0.0544 0.0816 0.0136 0.0340 0.0340 0.0272 0.0408 0.0476 
##    4.7    4.8    4.9    5.0 
## 0.0408 0.0408 0.0340 0.0000

## 
## Condición:  Color = Magenta 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0132 0.0132 0.0526 0.0066 0.0395 0.0329 0.0329 0.0329 0.0395 0.0526 0.0592 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0197 0.0329 0.0658 0.0197 0.0592 0.0592 0.0526 0.0395 0.0526 0.0329 0.0461 
##    4.7    4.8    4.9    5.0 
## 0.0526 0.0461 0.0395 0.0066

## 
## Condición:  Color = Maroon 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0063 0.0570 0.0253 0.0506 0.0506 0.0190 0.0380 0.0443 0.0190 0.0190 0.0316 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0380 0.0380 0.0506 0.0506 0.0443 0.0253 0.0823 0.0190 0.0823 0.0253 0.0506 
##    4.7    4.8    4.9    5.0 
## 0.0443 0.0253 0.0506 0.0127

## 
## Condición:  Color = Olive 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0169 0.0621 0.0395 0.0282 0.0339 0.0508 0.0508 0.0282 0.0282 0.0395 0.0339 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0508 0.0508 0.0282 0.0395 0.0565 0.0339 0.0678 0.0282 0.0282 0.0508 0.0282 
##    4.7    4.8    4.9    5.0 
## 0.0226 0.0339 0.0508 0.0169

## 
## Condición:  Color = Orange 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0130 0.0390 0.0260 0.0584 0.0519 0.0065 0.0519 0.0260 0.0390 0.0390 0.0195 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0455 0.0519 0.0390 0.0130 0.0584 0.0390 0.0325 0.0584 0.0325 0.0325 0.0260 
##    4.7    4.8    4.9    5.0 
## 0.0519 0.0455 0.0844 0.0195

## 
## Condición:  Color = Peach 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0134 0.0470 0.0336 0.0470 0.0872 0.0470 0.0134 0.0671 0.0201 0.0403 0.0336 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0403 0.0134 0.0268 0.0268 0.0537 0.0470 0.0336 0.0134 0.0537 0.0403 0.0671 
##    4.7    4.8    4.9    5.0 
## 0.0268 0.0201 0.0671 0.0201

## 
## Condición:  Color = Pink 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0065 0.0523 0.0327 0.0196 0.0261 0.0654 0.0261 0.0327 0.0196 0.0458 0.0261 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0392 0.0588 0.0458 0.0588 0.0588 0.0458 0.0588 0.0392 0.0392 0.0261 0.0458 
##    4.7    4.8    4.9    5.0 
## 0.0261 0.0196 0.0523 0.0327

## 
## Condición:  Color = Purple 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0132 0.0331 0.0199 0.0530 0.0199 0.0199 0.0132 0.0662 0.0331 0.0596 0.0662 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0331 0.0530 0.0265 0.0265 0.0596 0.0662 0.0331 0.0331 0.0464 0.0199 0.0530 
##    4.7    4.8    4.9    5.0 
## 0.0397 0.0464 0.0132 0.0530

## 
## Condición:  Color = Red 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0270 0.0473 0.0405 0.0270 0.0405 0.0743 0.0541 0.0405 0.0405 0.0135 0.0338 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0405 0.0338 0.0203 0.0473 0.0676 0.0270 0.0270 0.0608 0.0405 0.0473 0.0203 
##    4.7    4.8    4.9    5.0 
## 0.0338 0.0405 0.0338 0.0203

## 
## Condición:  Color = Silver 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0058 0.0405 0.0462 0.0289 0.0405 0.0405 0.0636 0.0289 0.0520 0.0462 0.0405 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0289 0.0520 0.0231 0.0405 0.0520 0.0462 0.0751 0.0289 0.0289 0.0289 0.0694 
##    4.7    4.8    4.9    5.0 
## 0.0347 0.0289 0.0173 0.0116

## 
## Condición:  Color = Teal 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0058 0.0233 0.0233 0.0523 0.0349 0.0698 0.0465 0.0407 0.0465 0.0523 0.0640 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0291 0.0233 0.0407 0.0407 0.0349 0.0349 0.0640 0.0465 0.0465 0.0233 0.0349 
##    4.7    4.8    4.9    5.0 
## 0.0291 0.0407 0.0523 0.0000

## 
## Condición:  Color = Turquoise 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0207 0.0345 0.0414 0.0276 0.0552 0.0483 0.0207 0.0207 0.0345 0.0552 0.0552 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0483 0.0207 0.0276 0.0414 0.0621 0.0276 0.0552 0.0138 0.0276 0.0276 0.0552 
##    4.7    4.8    4.9    5.0 
## 0.0414 0.0552 0.0276 0.0552

## 
## Condición:  Color = Violet 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0361 0.0422 0.0542 0.0181 0.0120 0.0482 0.0602 0.0241 0.0542 0.0783 0.0241 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0602 0.0602 0.0361 0.0482 0.0422 0.0542 0.0361 0.0301 0.0181 0.0241 0.0301 
##    4.7    4.8    4.9    5.0 
## 0.0602 0.0120 0.0241 0.0120

## 
## Condición:  Color = White 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0000 0.0423 0.0282 0.0000 0.0634 0.0352 0.0493 0.0493 0.0352 0.0563 0.0423 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0563 0.0563 0.0563 0.0282 0.0423 0.0141 0.0282 0.0423 0.0282 0.0634 0.0423 
##    4.7    4.8    4.9    5.0 
## 0.0493 0.0211 0.0563 0.0141

## 
## Condición:  Color = Yellow 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0115 0.0230 0.0460 0.0287 0.0517 0.0230 0.0402 0.0402 0.0230 0.0287 0.0172 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0402 0.0460 0.0460 0.0517 0.0345 0.0690 0.0460 0.0230 0.0057 0.0460 0.0747 
##    4.7    4.8    4.9    5.0 
## 0.0690 0.0402 0.0575 0.0172

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Color )
## 
## Condición:  Color = Beige 
##     No    Yes 
## 0.7211 0.2789

## 
## Condición:  Color = Black 
##     No    Yes 
## 0.7784 0.2216

## 
## Condición:  Color = Blue 
##     No    Yes 
## 0.7434 0.2566

## 
## Condición:  Color = Brown 
##    No   Yes 
## 0.766 0.234

## 
## Condición:  Color = Charcoal 
##     No    Yes 
## 0.6993 0.3007

## 
## Condición:  Color = Cyan 
##     No    Yes 
## 0.7169 0.2831

## 
## Condición:  Color = Gold 
##     No    Yes 
## 0.7826 0.2174

## 
## Condición:  Color = Gray 
##     No    Yes 
## 0.7296 0.2704

## 
## Condición:  Color = Green 
##     No    Yes 
## 0.7041 0.2959

## 
## Condición:  Color = Indigo 
##     No    Yes 
## 0.7347 0.2653

## 
## Condición:  Color = Lavender 
##     No    Yes 
## 0.7279 0.2721

## 
## Condición:  Color = Magenta 
##     No    Yes 
## 0.7632 0.2368

## 
## Condición:  Color = Maroon 
##     No    Yes 
## 0.7468 0.2532

## 
## Condición:  Color = Olive 
##     No    Yes 
## 0.6836 0.3164

## 
## Condición:  Color = Orange 
##     No    Yes 
## 0.7143 0.2857

## 
## Condición:  Color = Peach 
##     No    Yes 
## 0.7852 0.2148

## 
## Condición:  Color = Pink 
##     No    Yes 
## 0.7843 0.2157

## 
## Condición:  Color = Purple 
##     No    Yes 
## 0.6887 0.3113

## 
## Condición:  Color = Red 
##     No    Yes 
## 0.7297 0.2703

## 
## Condición:  Color = Silver 
##     No    Yes 
## 0.7168 0.2832

## 
## Condición:  Color = Teal 
##     No    Yes 
## 0.7035 0.2965

## 
## Condición:  Color = Turquoise 
##     No    Yes 
## 0.6828 0.3172

## 
## Condición:  Color = Violet 
##    No   Yes 
## 0.747 0.253

## 
## Condición:  Color = White 
##     No    Yes 
## 0.6972 0.3028

## 
## Condición:  Color = Yellow 
##     No    Yes 
## 0.7184 0.2816

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Color )
## 
## Condición:  Color = Beige 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1497        0.1769        0.2041        0.1497        0.1429 
##         Venmo 
##        0.1769

## 
## Condición:  Color = Black 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1976        0.2036        0.1317        0.1377        0.1677 
##         Venmo 
##        0.1617

## 
## Condición:  Color = Blue 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1513        0.1645        0.2039        0.1447        0.1447 
##         Venmo 
##        0.1908

## 
## Condición:  Color = Brown 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1773        0.1135        0.1489        0.1915        0.1773 
##         Venmo 
##        0.1915

## 
## Condición:  Color = Charcoal 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1895        0.1307        0.1569        0.2157        0.1895 
##         Venmo 
##        0.1176

## 
## Condición:  Color = Cyan 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1265        0.1747        0.1988        0.1627        0.1627 
##         Venmo 
##        0.1747

## 
## Condición:  Color = Gold 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1594        0.1739        0.1667        0.1594        0.1594 
##         Venmo 
##        0.1812

## 
## Condición:  Color = Gray 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1447        0.1509        0.1824        0.1509        0.1635 
##         Venmo 
##        0.2075

## 
## Condición:  Color = Green 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1420        0.1893        0.1716        0.1479        0.1598 
##         Venmo 
##        0.1893

## 
## Condición:  Color = Indigo 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1837        0.1837        0.1497        0.1633        0.1633 
##         Venmo 
##        0.1565

## 
## Condición:  Color = Lavender 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1224        0.1701        0.2177        0.1633        0.1701 
##         Venmo 
##        0.1565

## 
## Condición:  Color = Magenta 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1645        0.1184        0.2105        0.1645        0.1776 
##         Venmo 
##        0.1645

## 
## Condición:  Color = Maroon 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1139        0.1646        0.1772        0.1646        0.1456 
##         Venmo 
##        0.2342

## 
## Condición:  Color = Olive 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1695        0.1638        0.2034        0.1299        0.1299 
##         Venmo 
##        0.2034

## 
## Condición:  Color = Orange 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1948        0.1558        0.2078        0.1688        0.1169 
##         Venmo 
##        0.1558

## 
## Condición:  Color = Peach 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1409        0.2148        0.1611        0.1477        0.2081 
##         Venmo 
##        0.1275

## 
## Condición:  Color = Pink 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1569        0.2157        0.1503        0.1830        0.1569 
##         Venmo 
##        0.1373

## 
## Condición:  Color = Purple 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1788        0.1258        0.1589        0.2053        0.1854 
##         Venmo 
##        0.1457

## 
## Condición:  Color = Red 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1824        0.1149        0.2095        0.1757        0.1554 
##         Venmo 
##        0.1622

## 
## Condición:  Color = Silver 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1503        0.1792        0.1965        0.1734        0.1561 
##         Venmo 
##        0.1445

## 
## Condición:  Color = Teal 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1802        0.2093        0.1337        0.1221        0.2209 
##         Venmo 
##        0.1337

## 
## Condición:  Color = Turquoise 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1793        0.1862        0.2000        0.1448        0.1655 
##         Venmo 
##        0.1241

## 
## Condición:  Color = Violet 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1807        0.1747        0.1566        0.1928        0.1627 
##         Venmo 
##        0.1325

## 
## Condición:  Color = White 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1197        0.1268        0.2254        0.1690        0.1479 
##         Venmo 
##        0.2113

## 
## Condición:  Color = Yellow 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1897        0.1552        0.1494        0.1437        0.1609 
##         Venmo 
##        0.2011

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Color )
## 
## Condición:  Color = Beige 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1837         0.1156         0.1429         0.2041         0.1429 
##   Store Pickup 
##         0.2109

## 
## Condición:  Color = Black 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1557         0.1976         0.1617         0.1737         0.1317 
##   Store Pickup 
##         0.1796

## 
## Condición:  Color = Blue 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1513         0.1842         0.1645         0.1645         0.1776 
##   Store Pickup 
##         0.1579

## 
## Condición:  Color = Brown 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1277         0.2199         0.1489         0.1702         0.1702 
##   Store Pickup 
##         0.1631

## 
## Condición:  Color = Charcoal 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1503         0.1373         0.1961         0.1895         0.1830 
##   Store Pickup 
##         0.1438

## 
## Condición:  Color = Cyan 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1687         0.1747         0.1928         0.1325         0.1747 
##   Store Pickup 
##         0.1566

## 
## Condición:  Color = Gold 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1667         0.1884         0.1884         0.1159         0.2391 
##   Store Pickup 
##         0.1014

## 
## Condición:  Color = Gray 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1509         0.2013         0.1824         0.1572         0.1447 
##   Store Pickup 
##         0.1635

## 
## Condición:  Color = Green 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1893         0.1598         0.1538         0.1183         0.2308 
##   Store Pickup 
##         0.1479

## 
## Condición:  Color = Indigo 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1973         0.1361         0.2109         0.1497         0.1633 
##   Store Pickup 
##         0.1429

## 
## Condición:  Color = Lavender 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1497         0.1293         0.1293         0.2381         0.1701 
##   Store Pickup 
##         0.1837

## 
## Condición:  Color = Magenta 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2039         0.1184         0.1382         0.1250         0.1908 
##   Store Pickup 
##         0.2237

## 
## Condición:  Color = Maroon 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1835         0.1392         0.1899         0.1646         0.1456 
##   Store Pickup 
##         0.1772

## 
## Condición:  Color = Olive 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1525         0.1356         0.1469         0.1582         0.2316 
##   Store Pickup 
##         0.1751

## 
## Condición:  Color = Orange 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1623         0.1429         0.2013         0.1818         0.1688 
##   Store Pickup 
##         0.1429

## 
## Condición:  Color = Peach 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1946         0.1208         0.1544         0.1812         0.1275 
##   Store Pickup 
##         0.2215

## 
## Condición:  Color = Pink 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1765         0.2157         0.1634         0.1438         0.1634 
##   Store Pickup 
##         0.1373

## 
## Condición:  Color = Purple 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1391         0.1722         0.1589         0.1656         0.1921 
##   Store Pickup 
##         0.1722

## 
## Condición:  Color = Red 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1486         0.1959         0.1149         0.1892         0.1486 
##   Store Pickup 
##         0.2027

## 
## Condición:  Color = Silver 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1272         0.1734         0.2081         0.2197         0.1503 
##   Store Pickup 
##         0.1214

## 
## Condición:  Color = Teal 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1628         0.1628         0.2326         0.1570         0.1395 
##   Store Pickup 
##         0.1453

## 
## Condición:  Color = Turquoise 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1241         0.1793         0.2069         0.1931         0.1655 
##   Store Pickup 
##         0.1310

## 
## Condición:  Color = Violet 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1386         0.1386         0.2169         0.1867         0.1386 
##   Store Pickup 
##         0.1807

## 
## Condición:  Color = White 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1761         0.1901         0.2042         0.1127         0.1127 
##   Store Pickup 
##         0.2042

## 
## Condición:  Color = Yellow 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1437         0.2126         0.1149         0.1609         0.1839 
##   Store Pickup 
##         0.1839

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Color )
## 
## Condición:  Color = Beige 
##     No    Yes 
## 0.5374 0.4626

## 
## Condición:  Color = Black 
##     No    Yes 
## 0.5808 0.4192

## 
## Condición:  Color = Blue 
##     No    Yes 
## 0.6053 0.3947

## 
## Condición:  Color = Brown 
##     No    Yes 
## 0.6241 0.3759

## 
## Condición:  Color = Charcoal 
##     No    Yes 
## 0.5033 0.4967

## 
## Condición:  Color = Cyan 
##     No    Yes 
## 0.5663 0.4337

## 
## Condición:  Color = Gold 
##     No    Yes 
## 0.6087 0.3913

## 
## Condición:  Color = Gray 
##     No    Yes 
## 0.5975 0.4025

## 
## Condición:  Color = Green 
##     No    Yes 
## 0.5917 0.4083

## 
## Condición:  Color = Indigo 
##     No    Yes 
## 0.5442 0.4558

## 
## Condición:  Color = Lavender 
##     No    Yes 
## 0.5714 0.4286

## 
## Condición:  Color = Magenta 
##     No    Yes 
## 0.6053 0.3947

## 
## Condición:  Color = Maroon 
##     No    Yes 
## 0.5949 0.4051

## 
## Condición:  Color = Olive 
##     No    Yes 
## 0.5537 0.4463

## 
## Condición:  Color = Orange 
##     No    Yes 
## 0.5455 0.4545

## 
## Condición:  Color = Peach 
##     No    Yes 
## 0.6242 0.3758

## 
## Condición:  Color = Pink 
##     No    Yes 
## 0.6405 0.3595

## 
## Condición:  Color = Purple 
##     No    Yes 
## 0.5497 0.4503

## 
## Condición:  Color = Red 
##     No    Yes 
## 0.5473 0.4527

## 
## Condición:  Color = Silver 
##     No    Yes 
## 0.5549 0.4451

## 
## Condición:  Color = Teal 
##     No    Yes 
## 0.5407 0.4593

## 
## Condición:  Color = Turquoise 
##     No    Yes 
## 0.5379 0.4621

## 
## Condición:  Color = Violet 
##     No    Yes 
## 0.5663 0.4337

## 
## Condición:  Color = White 
##  No Yes 
## 0.5 0.5

## 
## Condición:  Color = Yellow 
##     No    Yes 
## 0.5632 0.4368

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Color )
## 
## Condición:  Color = Beige 
##     No    Yes 
## 0.5374 0.4626

## 
## Condición:  Color = Black 
##     No    Yes 
## 0.5808 0.4192

## 
## Condición:  Color = Blue 
##     No    Yes 
## 0.6053 0.3947

## 
## Condición:  Color = Brown 
##     No    Yes 
## 0.6241 0.3759

## 
## Condición:  Color = Charcoal 
##     No    Yes 
## 0.5033 0.4967

## 
## Condición:  Color = Cyan 
##     No    Yes 
## 0.5663 0.4337

## 
## Condición:  Color = Gold 
##     No    Yes 
## 0.6087 0.3913

## 
## Condición:  Color = Gray 
##     No    Yes 
## 0.5975 0.4025

## 
## Condición:  Color = Green 
##     No    Yes 
## 0.5917 0.4083

## 
## Condición:  Color = Indigo 
##     No    Yes 
## 0.5442 0.4558

## 
## Condición:  Color = Lavender 
##     No    Yes 
## 0.5714 0.4286

## 
## Condición:  Color = Magenta 
##     No    Yes 
## 0.6053 0.3947

## 
## Condición:  Color = Maroon 
##     No    Yes 
## 0.5949 0.4051

## 
## Condición:  Color = Olive 
##     No    Yes 
## 0.5537 0.4463

## 
## Condición:  Color = Orange 
##     No    Yes 
## 0.5455 0.4545

## 
## Condición:  Color = Peach 
##     No    Yes 
## 0.6242 0.3758

## 
## Condición:  Color = Pink 
##     No    Yes 
## 0.6405 0.3595

## 
## Condición:  Color = Purple 
##     No    Yes 
## 0.5497 0.4503

## 
## Condición:  Color = Red 
##     No    Yes 
## 0.5473 0.4527

## 
## Condición:  Color = Silver 
##     No    Yes 
## 0.5549 0.4451

## 
## Condición:  Color = Teal 
##     No    Yes 
## 0.5407 0.4593

## 
## Condición:  Color = Turquoise 
##     No    Yes 
## 0.5379 0.4621

## 
## Condición:  Color = Violet 
##     No    Yes 
## 0.5663 0.4337

## 
## Condición:  Color = White 
##  No Yes 
## 0.5 0.5

## 
## Condición:  Color = Yellow 
##     No    Yes 
## 0.5632 0.4368

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Color )
## 
## Condición:  Color = Beige 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1293        0.1565        0.1497        0.1769        0.1973 
##         Venmo 
##        0.1905

## 
## Condición:  Color = Black 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1737        0.1377        0.1856        0.1497        0.1976 
##         Venmo 
##        0.1557

## 
## Condición:  Color = Blue 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1711        0.2039        0.1053        0.1579        0.2039 
##         Venmo 
##        0.1579

## 
## Condición:  Color = Brown 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1418        0.1418        0.1844        0.1560        0.1418 
##         Venmo 
##        0.2340

## 
## Condición:  Color = Charcoal 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0980        0.2222        0.1503        0.1961        0.1373 
##         Venmo 
##        0.1961

## 
## Condición:  Color = Cyan 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2048        0.2048        0.1325        0.1446        0.1687 
##         Venmo 
##        0.1446

## 
## Condición:  Color = Gold 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2391        0.1522        0.1884        0.1594        0.1522 
##         Venmo 
##        0.1087

## 
## Condición:  Color = Gray 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1384        0.2201        0.1698        0.1447        0.1635 
##         Venmo 
##        0.1635

## 
## Condición:  Color = Green 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1183        0.1657        0.1834        0.1479        0.1775 
##         Venmo 
##        0.2071

## 
## Condición:  Color = Indigo 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1224        0.1633        0.1701        0.2245        0.1429 
##         Venmo 
##        0.1769

## 
## Condición:  Color = Lavender 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1565        0.2109        0.1973        0.1361        0.1701 
##         Venmo 
##        0.1293

## 
## Condición:  Color = Magenta 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1316        0.1776        0.1645        0.1908        0.1711 
##         Venmo 
##        0.1645

## 
## Condición:  Color = Maroon 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2025        0.1582        0.1646        0.1772        0.1456 
##         Venmo 
##        0.1519

## 
## Condición:  Color = Olive 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1864        0.1186        0.1921        0.1695        0.1469 
##         Venmo 
##        0.1864

## 
## Condición:  Color = Orange 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1494        0.1623        0.1883        0.1623        0.2208 
##         Venmo 
##        0.1169

## 
## Condición:  Color = Peach 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2013        0.1141        0.1812        0.1745        0.1745 
##         Venmo 
##        0.1544

## 
## Condición:  Color = Pink 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1176        0.1830        0.2353        0.1046        0.2418 
##         Venmo 
##        0.1176

## 
## Condición:  Color = Purple 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1523        0.1921        0.2185        0.1523        0.1192 
##         Venmo 
##        0.1656

## 
## Condición:  Color = Red 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1419        0.1554        0.1419        0.1959        0.1959 
##         Venmo 
##        0.1689

## 
## Condición:  Color = Silver 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1156        0.1850        0.1965        0.1272        0.2370 
##         Venmo 
##        0.1387

## 
## Condición:  Color = Teal 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1686        0.1977        0.1512        0.2035        0.1512 
##         Venmo 
##        0.1279

## 
## Condición:  Color = Turquoise 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1793        0.1724        0.1310        0.1241        0.2138 
##         Venmo 
##        0.1793

## 
## Condición:  Color = Violet 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1446        0.2229        0.1506        0.1446        0.1807 
##         Venmo 
##        0.1566

## 
## Condición:  Color = White 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1549        0.1197        0.2183        0.1901        0.1268 
##         Venmo 
##        0.1901

## 
## Condición:  Color = Yellow 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1839        0.1494        0.1552        0.1724        0.1552 
##         Venmo 
##        0.1839

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Color )
## 
## Condición:  Color = Beige 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1429         0.1565         0.1088         0.1497         0.1497 
##      Quarterly         Weekly 
##         0.1837         0.1088

## 
## Condición:  Color = Black 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1557         0.1198         0.1317         0.1257         0.1557 
##      Quarterly         Weekly 
##         0.1617         0.1497

## 
## Condición:  Color = Blue 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1250         0.2171         0.1579         0.1118         0.1316 
##      Quarterly         Weekly 
##         0.1513         0.1053

## 
## Condición:  Color = Brown 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1560         0.0780         0.1348         0.1418         0.1915 
##      Quarterly         Weekly 
##         0.1418         0.1560

## 
## Condición:  Color = Charcoal 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1176         0.1699         0.1634         0.1503         0.1699 
##      Quarterly         Weekly 
##         0.1111         0.1176

## 
## Condición:  Color = Cyan 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1084         0.1446         0.1566         0.1687         0.1506 
##      Quarterly         Weekly 
##         0.1145         0.1566

## 
## Condición:  Color = Gold 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1449         0.1014         0.1957         0.1594         0.1522 
##      Quarterly         Weekly 
##         0.1087         0.1377

## 
## Condición:  Color = Gray 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1195         0.1572         0.1887         0.1447         0.0818 
##      Quarterly         Weekly 
##         0.1447         0.1635

## 
## Condición:  Color = Green 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1361         0.1657         0.1538         0.1479         0.1065 
##      Quarterly         Weekly 
##         0.1893         0.1006

## 
## Condición:  Color = Indigo 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1361         0.1497         0.1497         0.1156         0.1565 
##      Quarterly         Weekly 
##         0.1293         0.1633

## 
## Condición:  Color = Lavender 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.0884         0.1837         0.1429         0.1224         0.1293 
##      Quarterly         Weekly 
##         0.1837         0.1497

## 
## Condición:  Color = Magenta 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.2368         0.0921         0.1250         0.1118         0.1250 
##      Quarterly         Weekly 
##         0.1711         0.1382

## 
## Condición:  Color = Maroon 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1772         0.1203         0.1456         0.1329         0.1076 
##      Quarterly         Weekly 
##         0.2025         0.1139

## 
## Condición:  Color = Olive 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1582         0.1582         0.1695         0.1412         0.1130 
##      Quarterly         Weekly 
##         0.1130         0.1469

## 
## Condición:  Color = Orange 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1429         0.1104         0.1818         0.1623         0.1364 
##      Quarterly         Weekly 
##         0.1234         0.1429

## 
## Condición:  Color = Peach 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1678         0.1275         0.1074         0.1141         0.1946 
##      Quarterly         Weekly 
##         0.1544         0.1342

## 
## Condición:  Color = Pink 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1438         0.1046         0.1438         0.1111         0.1503 
##      Quarterly         Weekly 
##         0.2026         0.1438

## 
## Condición:  Color = Purple 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1391         0.1854         0.1325         0.1589         0.1192 
##      Quarterly         Weekly 
##         0.1325         0.1325

## 
## Condición:  Color = Red 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1284         0.1554         0.1216         0.1216         0.1622 
##      Quarterly         Weekly 
##         0.1689         0.1419

## 
## Condición:  Color = Silver 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1503         0.1329         0.1734         0.1503         0.1040 
##      Quarterly         Weekly 
##         0.1387         0.1503

## 
## Condición:  Color = Teal 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1628         0.1337         0.1628         0.0872         0.1860 
##      Quarterly         Weekly 
##         0.1453         0.1221

## 
## Condición:  Color = Turquoise 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1586         0.1103         0.1034         0.2000         0.1793 
##      Quarterly         Weekly 
##         0.0966         0.1517

## 
## Condición:  Color = Violet 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1627         0.1807         0.1325         0.1566         0.1386 
##      Quarterly         Weekly 
##         0.0904         0.1386

## 
## Condición:  Color = White 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1338         0.1197         0.1972         0.1127         0.1620 
##      Quarterly         Weekly 
##         0.1408         0.1338

## 
## Condición:  Color = Yellow 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1667         0.1207         0.1552         0.1724         0.1149 
##      Quarterly         Weekly 
##         0.1149         0.1552

## 
## ======================================
## Calculando probabilidades condicionales P( Review.Rating | Season )
## 
## Condición:  Season = Fall 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0144 0.0451 0.0379 0.0431 0.0472 0.0421 0.0359 0.0369 0.0379 0.0462 0.0369 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0472 0.0359 0.0379 0.0390 0.0503 0.0472 0.0482 0.0379 0.0328 0.0338 0.0359 
##    4.7    4.8    4.9    5.0 
## 0.0379 0.0338 0.0410 0.0174

## 
## Condición:  Season = Spring 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0170 0.0360 0.0380 0.0300 0.0480 0.0370 0.0440 0.0400 0.0280 0.0450 0.0370 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0380 0.0340 0.0380 0.0410 0.0501 0.0320 0.0450 0.0410 0.0360 0.0470 0.0521 
##    4.7    4.8    4.9    5.0 
## 0.0340 0.0410 0.0450 0.0250

## 
## Condición:  Season = Summer 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0147 0.0419 0.0503 0.0335 0.0461 0.0429 0.0429 0.0356 0.0482 0.0440 0.0377 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0346 0.0419 0.0346 0.0440 0.0429 0.0314 0.0366 0.0356 0.0555 0.0335 0.0503 
##    4.7    4.8    4.9    5.0 
## 0.0408 0.0346 0.0335 0.0126

## 
## Condición:  Season = Winter 
##    2.5    2.6    2.7    2.8    2.9    3.0    3.1    3.2    3.3    3.4    3.5 
## 0.0216 0.0402 0.0319 0.0330 0.0330 0.0443 0.0381 0.0433 0.0422 0.0515 0.0484 
##    3.6    3.7    3.8    3.9    4.0    4.1    4.2    4.3    4.4    4.5    4.6 
## 0.0330 0.0484 0.0350 0.0433 0.0422 0.0412 0.0453 0.0360 0.0381 0.0278 0.0402 
##    4.7    4.8    4.9    5.0 
## 0.0391 0.0381 0.0505 0.0144

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Season )
## 
## Condición:  Season = Fall 
##     No    Yes 
## 0.7292 0.2708

## 
## Condición:  Season = Spring 
##     No    Yes 
## 0.7297 0.2703

## 
## Condición:  Season = Summer 
##     No    Yes 
## 0.7225 0.2775

## 
## Condición:  Season = Winter 
##     No    Yes 
## 0.7384 0.2616

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Season )
## 
## Condición:  Season = Fall 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1610        0.1600        0.1877        0.1764        0.1590 
##         Venmo 
##        0.1559

## 
## Condición:  Season = Spring 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1812        0.1702        0.1782        0.1502        0.1552 
##         Venmo 
##        0.1652

## 
## Condición:  Season = Summer 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1634        0.1665        0.1623        0.1613        0.1717 
##         Venmo 
##        0.1749

## 
## Condición:  Season = Winter 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1421        0.1679        0.1854        0.1617        0.1689 
##         Venmo 
##        0.1740

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Season )
## 
## Condición:  Season = Fall 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1579         0.1733         0.1723         0.1754         0.1723 
##   Store Pickup 
##         0.1487

## 
## Condición:  Season = Spring 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1782         0.1732         0.1642         0.1502         0.1572 
##   Store Pickup 
##         0.1772

## 
## Condición:  Season = Summer 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1518         0.1518         0.1874         0.1581         0.1738 
##   Store Pickup 
##         0.1770

## 
## Condición:  Season = Winter 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1545         0.1637         0.1689         0.1813         0.1679 
##   Store Pickup 
##         0.1637

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Season )
## 
## Condición:  Season = Fall 
##     No    Yes 
## 0.5928 0.4072

## 
## Condición:  Season = Spring 
##     No    Yes 
## 0.5596 0.4404

## 
## Condición:  Season = Summer 
##     No    Yes 
## 0.5571 0.4429

## 
## Condición:  Season = Winter 
##     No    Yes 
## 0.5705 0.4295

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Season )
## 
## Condición:  Season = Fall 
##     No    Yes 
## 0.5928 0.4072

## 
## Condición:  Season = Spring 
##     No    Yes 
## 0.5596 0.4404

## 
## Condición:  Season = Summer 
##     No    Yes 
## 0.5571 0.4429

## 
## Condición:  Season = Winter 
##     No    Yes 
## 0.5705 0.4295

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Season )
## 
## Condición:  Season = Fall 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1538        0.1836        0.1621        0.1733        0.1456 
##         Venmo 
##        0.1815

## 
## Condición:  Season = Spring 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1391        0.1742        0.1812        0.1712        0.1862 
##         Venmo 
##        0.1481

## 
## Condición:  Season = Summer 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1675        0.1696        0.1654        0.1654        0.1675 
##         Venmo 
##        0.1644

## 
## Condición:  Season = Winter 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1679        0.1596        0.1792        0.1421        0.1946 
##         Venmo 
##        0.1565

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Season )
## 
## Condición:  Season = Fall 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1610         0.1231         0.1508         0.1467         0.1405 
##      Quarterly         Weekly 
##         0.1467         0.1313

## 
## Condición:  Season = Spring 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1371         0.1552         0.1461         0.1331         0.1441 
##      Quarterly         Weekly 
##         0.1421         0.1421

## 
## Condición:  Season = Summer 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1497         0.1382         0.1592         0.1330         0.1393 
##      Quarterly         Weekly 
##         0.1508         0.1298

## 
## Condición:  Season = Winter 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1390         0.1442         0.1432         0.1432         0.1432 
##      Quarterly         Weekly 
##         0.1380         0.1493

## 
## ======================================
## Calculando probabilidades condicionales P( Subscription.Status | Review.Rating )
## 
## Condición:  Review.Rating = 2.5 
##     No    Yes 
## 0.7121 0.2879

## 
## Condición:  Review.Rating = 2.6 
##     No    Yes 
## 0.6981 0.3019

## 
## Condición:  Review.Rating = 2.7 
##     No    Yes 
## 0.7532 0.2468

## 
## Condición:  Review.Rating = 2.8 
##     No    Yes 
## 0.7132 0.2868

## 
## Condición:  Review.Rating = 2.9 
##     No    Yes 
## 0.7588 0.2412

## 
## Condición:  Review.Rating = 3.0 
##     No    Yes 
## 0.7284 0.2716

## 
## Condición:  Review.Rating = 3.1 
##    No   Yes 
## 0.758 0.242

## 
## Condición:  Review.Rating = 3.2 
##     No    Yes 
## 0.6842 0.3158

## 
## Condición:  Review.Rating = 3.3 
##     No    Yes 
## 0.6842 0.3158

## 
## Condición:  Review.Rating = 3.4 
##     No    Yes 
## 0.7692 0.2308

## 
## Condición:  Review.Rating = 3.5 
##     No    Yes 
## 0.7051 0.2949

## 
## Condición:  Review.Rating = 3.6 
##     No    Yes 
## 0.7047 0.2953

## 
## Condición:  Review.Rating = 3.7 
##     No    Yes 
## 0.6795 0.3205

## 
## Condición:  Review.Rating = 3.8 
##     No    Yes 
## 0.7887 0.2113

## 
## Condición:  Review.Rating = 3.9 
##     No    Yes 
## 0.7485 0.2515

## 
## Condición:  Review.Rating = 4.0 
##    No   Yes 
## 0.779 0.221

## 
## Condición:  Review.Rating = 4.1 
##     No    Yes 
## 0.7297 0.2703

## 
## Condición:  Review.Rating = 4.2 
##     No    Yes 
## 0.7193 0.2807

## 
## Condición:  Review.Rating = 4.3 
##     No    Yes 
## 0.7619 0.2381

## 
## Condición:  Review.Rating = 4.4 
##     No    Yes 
## 0.7089 0.2911

## 
## Condición:  Review.Rating = 4.5 
##     No    Yes 
## 0.7338 0.2662

## 
## Condición:  Review.Rating = 4.6 
##     No    Yes 
## 0.7299 0.2701

## 
## Condición:  Review.Rating = 4.7 
##     No    Yes 
## 0.7027 0.2973

## 
## Condición:  Review.Rating = 4.8 
##     No    Yes 
## 0.7014 0.2986

## 
## Condición:  Review.Rating = 4.9 
##     No    Yes 
## 0.7289 0.2711

## 
## Condición:  Review.Rating = 5.0 
##     No    Yes 
## 0.8235 0.1765

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Review.Rating )
## 
## Condición:  Review.Rating = 2.5 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1818        0.1818        0.1061        0.1515        0.1970 
##         Venmo 
##        0.1818

## 
## Condición:  Review.Rating = 2.6 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1447        0.2013        0.2013        0.1635        0.1572 
##         Venmo 
##        0.1321

## 
## Condición:  Review.Rating = 2.7 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1039        0.1558        0.1883        0.2468        0.1234 
##         Venmo 
##        0.1818

## 
## Condición:  Review.Rating = 2.8 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1324        0.1985        0.1985        0.1397        0.1765 
##         Venmo 
##        0.1544

## 
## Condición:  Review.Rating = 2.9 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0941        0.1353        0.2176        0.2000        0.1882 
##         Venmo 
##        0.1647

## 
## Condición:  Review.Rating = 3.0 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1543        0.1173        0.2222        0.1481        0.1914 
##         Venmo 
##        0.1667

## 
## Condición:  Review.Rating = 3.1 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1847        0.1847        0.1401        0.1720        0.1401 
##         Venmo 
##        0.1783

## 
## Condición:  Review.Rating = 3.2 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1842        0.1908        0.1513        0.1316        0.1579 
##         Venmo 
##        0.1842

## 
## Condición:  Review.Rating = 3.3 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1908        0.1447        0.1776        0.1776        0.1842 
##         Venmo 
##        0.1250

## 
## Condición:  Review.Rating = 3.4 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2253        0.1868        0.1593        0.1374        0.1429 
##         Venmo 
##        0.1484

## 
## Condición:  Review.Rating = 3.5 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1603        0.1667        0.1923        0.1731        0.1346 
##         Venmo 
##        0.1731

## 
## Condición:  Review.Rating = 3.6 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1275        0.1544        0.1275        0.1678        0.2081 
##         Venmo 
##        0.2148

## 
## Condición:  Review.Rating = 3.7 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1667        0.1859        0.1346        0.1731        0.1667 
##         Venmo 
##        0.1731

## 
## Condición:  Review.Rating = 3.8 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0986        0.1479        0.1972        0.2254        0.1479 
##         Venmo 
##        0.1831

## 
## Condición:  Review.Rating = 3.9 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1902        0.1350        0.2147        0.1104        0.1288 
##         Venmo 
##        0.2209

## 
## Condición:  Review.Rating = 4.0 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1934        0.1271        0.2210        0.1215        0.1602 
##         Venmo 
##        0.1768

## 
## Condición:  Review.Rating = 4.1 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1824        0.1757        0.1892        0.1554        0.1284 
##         Venmo 
##        0.1689

## 
## Condición:  Review.Rating = 4.2 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2164        0.1754        0.1637        0.1053        0.1637 
##         Venmo 
##        0.1754

## 
## Condición:  Review.Rating = 4.3 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1905        0.2177        0.1701        0.1837        0.1429 
##         Venmo 
##        0.0952

## 
## Condición:  Review.Rating = 4.4 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1392        0.1899        0.1392        0.2089        0.1899 
##         Venmo 
##        0.1329

## 
## Condición:  Review.Rating = 4.5 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1439        0.2014        0.1799        0.1151        0.2086 
##         Venmo 
##        0.1511

## 
## Condición:  Review.Rating = 4.6 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1839        0.1609        0.2069        0.1954        0.1379 
##         Venmo 
##        0.1149

## 
## Condición:  Review.Rating = 4.7 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2162        0.1554        0.1419        0.1351        0.1689 
##         Venmo 
##        0.1824

## 
## Condición:  Review.Rating = 4.8 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1181        0.1250        0.2361        0.1389        0.1944 
##         Venmo 
##        0.1875

## 
## Condición:  Review.Rating = 4.9 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1145        0.1627        0.1687        0.1566        0.1687 
##         Venmo 
##        0.2289

## 
## Condición:  Review.Rating = 5.0 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1618        0.1618        0.1029        0.2206        0.1912 
##         Venmo 
##        0.1618

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Review.Rating )
## 
## Condición:  Review.Rating = 2.5 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1212         0.1364         0.1970         0.2727         0.1212 
##   Store Pickup 
##         0.1515

## 
## Condición:  Review.Rating = 2.6 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1258         0.1384         0.1635         0.2075         0.1258 
##   Store Pickup 
##         0.2390

## 
## Condición:  Review.Rating = 2.7 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1623         0.1558         0.2078         0.1364         0.1558 
##   Store Pickup 
##         0.1818

## 
## Condición:  Review.Rating = 2.8 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1618         0.1838         0.1544         0.1544         0.1397 
##   Store Pickup 
##         0.2059

## 
## Condición:  Review.Rating = 2.9 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1706         0.1647         0.1118         0.1706         0.1824 
##   Store Pickup 
##         0.2000

## 
## Condición:  Review.Rating = 3.0 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1296         0.1543         0.1975         0.1790         0.1605 
##   Store Pickup 
##         0.1790

## 
## Condición:  Review.Rating = 3.1 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1592         0.1720         0.2293         0.1847         0.0828 
##   Store Pickup 
##         0.1720

## 
## Condición:  Review.Rating = 3.2 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1842         0.1382         0.1842         0.2039         0.1447 
##   Store Pickup 
##         0.1447

## 
## Condición:  Review.Rating = 3.3 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1711         0.1184         0.1974         0.1711         0.1842 
##   Store Pickup 
##         0.1579

## 
## Condición:  Review.Rating = 3.4 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1813         0.1374         0.2308         0.1429         0.1758 
##   Store Pickup 
##         0.1319

## 
## Condición:  Review.Rating = 3.5 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1474         0.1731         0.1538         0.1859         0.1731 
##   Store Pickup 
##         0.1667

## 
## Condición:  Review.Rating = 3.6 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1812         0.2282         0.1879         0.1275         0.1141 
##   Store Pickup 
##         0.1611

## 
## Condición:  Review.Rating = 3.7 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1987         0.2179         0.1410         0.1218         0.1538 
##   Store Pickup 
##         0.1667

## 
## Condición:  Review.Rating = 3.8 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1479         0.1831         0.1831         0.1690         0.1761 
##   Store Pickup 
##         0.1408

## 
## Condición:  Review.Rating = 3.9 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1779         0.1595         0.1718         0.1534         0.1963 
##   Store Pickup 
##         0.1411

## 
## Condición:  Review.Rating = 4.0 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1713         0.1492         0.1381         0.1768         0.1878 
##   Store Pickup 
##         0.1768

## 
## Condición:  Review.Rating = 4.1 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1419         0.1554         0.1554         0.1757         0.2027 
##   Store Pickup 
##         0.1689

## 
## Condición:  Review.Rating = 4.2 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1579         0.1930         0.2105         0.1345         0.1696 
##   Store Pickup 
##         0.1345

## 
## Condición:  Review.Rating = 4.3 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1565         0.1905         0.1633         0.1905         0.1497 
##   Store Pickup 
##         0.1497

## 
## Condición:  Review.Rating = 4.4 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1519         0.1456         0.1519         0.1203         0.2405 
##   Store Pickup 
##         0.1899

## 
## Condición:  Review.Rating = 4.5 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1655         0.1511         0.1151         0.2014         0.1871 
##   Store Pickup 
##         0.1799

## 
## Condición:  Review.Rating = 4.6 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1207         0.1437         0.2356         0.1207         0.2356 
##   Store Pickup 
##         0.1437

## 
## Condición:  Review.Rating = 4.7 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1284         0.1959         0.1554         0.1622         0.1757 
##   Store Pickup 
##         0.1824

## 
## Condición:  Review.Rating = 4.8 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1667         0.1319         0.1667         0.2222         0.1806 
##   Store Pickup 
##         0.1319

## 
## Condición:  Review.Rating = 4.9 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1807         0.2108         0.1325         0.1627         0.1506 
##   Store Pickup 
##         0.1627

## 
## Condición:  Review.Rating = 5.0 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.2353         0.1765         0.1471         0.1324         0.1324 
##   Store Pickup 
##         0.1765

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Review.Rating )
## 
## Condición:  Review.Rating = 2.5 
##     No    Yes 
## 0.5303 0.4697

## 
## Condición:  Review.Rating = 2.6 
##     No    Yes 
## 0.5283 0.4717

## 
## Condición:  Review.Rating = 2.7 
##     No    Yes 
## 0.6039 0.3961

## 
## Condición:  Review.Rating = 2.8 
##     No    Yes 
## 0.5515 0.4485

## 
## Condición:  Review.Rating = 2.9 
##  No Yes 
## 0.6 0.4

## 
## Condición:  Review.Rating = 3.0 
##     No    Yes 
## 0.5185 0.4815

## 
## Condición:  Review.Rating = 3.1 
##     No    Yes 
## 0.5924 0.4076

## 
## Condición:  Review.Rating = 3.2 
##     No    Yes 
## 0.5263 0.4737

## 
## Condición:  Review.Rating = 3.3 
##     No    Yes 
## 0.5789 0.4211

## 
## Condición:  Review.Rating = 3.4 
##     No    Yes 
## 0.6044 0.3956

## 
## Condición:  Review.Rating = 3.5 
##     No    Yes 
## 0.5449 0.4551

## 
## Condición:  Review.Rating = 3.6 
##     No    Yes 
## 0.5369 0.4631

## 
## Condición:  Review.Rating = 3.7 
##     No    Yes 
## 0.5385 0.4615

## 
## Condición:  Review.Rating = 3.8 
##     No    Yes 
## 0.6901 0.3099

## 
## Condición:  Review.Rating = 3.9 
##     No    Yes 
## 0.5521 0.4479

## 
## Condición:  Review.Rating = 4.0 
##     No    Yes 
## 0.5746 0.4254

## 
## Condición:  Review.Rating = 4.1 
##     No    Yes 
## 0.5135 0.4865

## 
## Condición:  Review.Rating = 4.2 
##     No    Yes 
## 0.6023 0.3977

## 
## Condición:  Review.Rating = 4.3 
##    No   Yes 
## 0.619 0.381

## 
## Condición:  Review.Rating = 4.4 
##     No    Yes 
## 0.5506 0.4494

## 
## Condición:  Review.Rating = 4.5 
##     No    Yes 
## 0.5324 0.4676

## 
## Condición:  Review.Rating = 4.6 
##     No    Yes 
## 0.5862 0.4138

## 
## Condición:  Review.Rating = 4.7 
##     No    Yes 
## 0.5811 0.4189

## 
## Condición:  Review.Rating = 4.8 
##     No    Yes 
## 0.5556 0.4444

## 
## Condición:  Review.Rating = 4.9 
##     No    Yes 
## 0.5723 0.4277

## 
## Condición:  Review.Rating = 5.0 
##     No    Yes 
## 0.6471 0.3529

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Review.Rating )
## 
## Condición:  Review.Rating = 2.5 
##     No    Yes 
## 0.5303 0.4697

## 
## Condición:  Review.Rating = 2.6 
##     No    Yes 
## 0.5283 0.4717

## 
## Condición:  Review.Rating = 2.7 
##     No    Yes 
## 0.6039 0.3961

## 
## Condición:  Review.Rating = 2.8 
##     No    Yes 
## 0.5515 0.4485

## 
## Condición:  Review.Rating = 2.9 
##  No Yes 
## 0.6 0.4

## 
## Condición:  Review.Rating = 3.0 
##     No    Yes 
## 0.5185 0.4815

## 
## Condición:  Review.Rating = 3.1 
##     No    Yes 
## 0.5924 0.4076

## 
## Condición:  Review.Rating = 3.2 
##     No    Yes 
## 0.5263 0.4737

## 
## Condición:  Review.Rating = 3.3 
##     No    Yes 
## 0.5789 0.4211

## 
## Condición:  Review.Rating = 3.4 
##     No    Yes 
## 0.6044 0.3956

## 
## Condición:  Review.Rating = 3.5 
##     No    Yes 
## 0.5449 0.4551

## 
## Condición:  Review.Rating = 3.6 
##     No    Yes 
## 0.5369 0.4631

## 
## Condición:  Review.Rating = 3.7 
##     No    Yes 
## 0.5385 0.4615

## 
## Condición:  Review.Rating = 3.8 
##     No    Yes 
## 0.6901 0.3099

## 
## Condición:  Review.Rating = 3.9 
##     No    Yes 
## 0.5521 0.4479

## 
## Condición:  Review.Rating = 4.0 
##     No    Yes 
## 0.5746 0.4254

## 
## Condición:  Review.Rating = 4.1 
##     No    Yes 
## 0.5135 0.4865

## 
## Condición:  Review.Rating = 4.2 
##     No    Yes 
## 0.6023 0.3977

## 
## Condición:  Review.Rating = 4.3 
##    No   Yes 
## 0.619 0.381

## 
## Condición:  Review.Rating = 4.4 
##     No    Yes 
## 0.5506 0.4494

## 
## Condición:  Review.Rating = 4.5 
##     No    Yes 
## 0.5324 0.4676

## 
## Condición:  Review.Rating = 4.6 
##     No    Yes 
## 0.5862 0.4138

## 
## Condición:  Review.Rating = 4.7 
##     No    Yes 
## 0.5811 0.4189

## 
## Condición:  Review.Rating = 4.8 
##     No    Yes 
## 0.5556 0.4444

## 
## Condición:  Review.Rating = 4.9 
##     No    Yes 
## 0.5723 0.4277

## 
## Condición:  Review.Rating = 5.0 
##     No    Yes 
## 0.6471 0.3529

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Review.Rating )
## 
## Condición:  Review.Rating = 2.5 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.0909        0.2424        0.1970        0.2121        0.1061 
##         Venmo 
##        0.1515

## 
## Condición:  Review.Rating = 2.6 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1887        0.1887        0.1384        0.1887        0.1635 
##         Venmo 
##        0.1321

## 
## Condición:  Review.Rating = 2.7 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1688        0.1688        0.1883        0.1299        0.2273 
##         Venmo 
##        0.1169

## 
## Condición:  Review.Rating = 2.8 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.2059        0.2353        0.1250        0.1103        0.1471 
##         Venmo 
##        0.1765

## 
## Condición:  Review.Rating = 2.9 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1706        0.1000        0.1941        0.1941        0.1529 
##         Venmo 
##        0.1882

## 
## Condición:  Review.Rating = 3.0 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1420        0.1728        0.1358        0.1914        0.1790 
##         Venmo 
##        0.1790

## 
## Condición:  Review.Rating = 3.1 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1847        0.1592        0.1592        0.1720        0.2293 
##         Venmo 
##        0.0955

## 
## Condición:  Review.Rating = 3.2 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1579        0.2105        0.1908        0.1316        0.1974 
##         Venmo 
##        0.1118

## 
## Condición:  Review.Rating = 3.3 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1711        0.1579        0.1579        0.1711        0.1776 
##         Venmo 
##        0.1645

## 
## Condición:  Review.Rating = 3.4 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1703        0.1703        0.2088        0.1209        0.1538 
##         Venmo 
##        0.1758

## 
## Condición:  Review.Rating = 3.5 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1923        0.1282        0.1603        0.1282        0.1731 
##         Venmo 
##        0.2179

## 
## Condición:  Review.Rating = 3.6 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1745        0.1812        0.1745        0.1342        0.1208 
##         Venmo 
##        0.2148

## 
## Condición:  Review.Rating = 3.7 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1282        0.0962        0.1474        0.1987        0.1987 
##         Venmo 
##        0.2308

## 
## Condición:  Review.Rating = 3.8 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1338        0.1901        0.1549        0.2113        0.1549 
##         Venmo 
##        0.1549

## 
## Condición:  Review.Rating = 3.9 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1472        0.1534        0.1656        0.1656        0.1963 
##         Venmo 
##        0.1718

## 
## Condición:  Review.Rating = 4.0 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1713        0.1713        0.1547        0.1602        0.1768 
##         Venmo 
##        0.1657

## 
## Condición:  Review.Rating = 4.1 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1419        0.2027        0.1554        0.1216        0.1824 
##         Venmo 
##        0.1959

## 
## Condición:  Review.Rating = 4.2 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1404        0.1871        0.1696        0.1579        0.1637 
##         Venmo 
##        0.1813

## 
## Condición:  Review.Rating = 4.3 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1565        0.2177        0.1905        0.1837        0.1088 
##         Venmo 
##        0.1429

## 
## Condición:  Review.Rating = 4.4 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1266        0.1392        0.2342        0.1772        0.1709 
##         Venmo 
##        0.1519

## 
## Condición:  Review.Rating = 4.5 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1511        0.1942        0.1727        0.1439        0.1583 
##         Venmo 
##        0.1799

## 
## Condición:  Review.Rating = 4.6 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1437        0.1609        0.1437        0.1839        0.2529 
##         Venmo 
##        0.1149

## 
## Condición:  Review.Rating = 4.7 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1486        0.1824        0.1959        0.1959        0.1284 
##         Venmo 
##        0.1486

## 
## Condición:  Review.Rating = 4.8 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1250        0.2083        0.1944        0.1389        0.1736 
##         Venmo 
##        0.1597

## 
## Condición:  Review.Rating = 4.9 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1627        0.1566        0.1687        0.1687        0.2048 
##         Venmo 
##        0.1386

## 
## Condición:  Review.Rating = 5.0 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1324        0.1471        0.2500        0.1765        0.1324 
##         Venmo 
##        0.1618

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Review.Rating )
## 
## Condición:  Review.Rating = 2.5 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1515         0.1970         0.1061         0.0758         0.1515 
##      Quarterly         Weekly 
##         0.1364         0.1818

## 
## Condición:  Review.Rating = 2.6 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1635         0.1447         0.1258         0.1447         0.1069 
##      Quarterly         Weekly 
##         0.1761         0.1384

## 
## Condición:  Review.Rating = 2.7 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1234         0.1494         0.1429         0.1169         0.1364 
##      Quarterly         Weekly 
##         0.1753         0.1558

## 
## Condición:  Review.Rating = 2.8 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.0809         0.1471         0.1765         0.1544         0.1471 
##      Quarterly         Weekly 
##         0.1324         0.1618

## 
## Condición:  Review.Rating = 2.9 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1706         0.1353         0.1647         0.1000         0.1765 
##      Quarterly         Weekly 
##         0.1647         0.0882

## 
## Condición:  Review.Rating = 3.0 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1296         0.1790         0.1296         0.1975         0.1296 
##      Quarterly         Weekly 
##         0.1111         0.1235

## 
## Condición:  Review.Rating = 3.1 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1401         0.1274         0.1338         0.1847         0.1465 
##      Quarterly         Weekly 
##         0.1720         0.0955

## 
## Condición:  Review.Rating = 3.2 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1316         0.1908         0.1447         0.1053         0.1447 
##      Quarterly         Weekly 
##         0.1382         0.1447

## 
## Condición:  Review.Rating = 3.3 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1908         0.0921         0.1645         0.1250         0.1250 
##      Quarterly         Weekly 
##         0.1974         0.1053

## 
## Condición:  Review.Rating = 3.4 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1648         0.1538         0.1209         0.1538         0.1319 
##      Quarterly         Weekly 
##         0.1264         0.1484

## 
## Condición:  Review.Rating = 3.5 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1538         0.1474         0.1410         0.1474         0.1026 
##      Quarterly         Weekly 
##         0.1923         0.1154

## 
## Condición:  Review.Rating = 3.6 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1611         0.1275         0.1611         0.1208         0.1007 
##      Quarterly         Weekly 
##         0.1544         0.1745

## 
## Condición:  Review.Rating = 3.7 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1474         0.1218         0.1474         0.1603         0.1474 
##      Quarterly         Weekly 
##         0.1026         0.1731

## 
## Condición:  Review.Rating = 3.8 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1408         0.1338         0.1831         0.1127         0.1761 
##      Quarterly         Weekly 
##         0.1338         0.1197

## 
## Condición:  Review.Rating = 3.9 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1595         0.1166         0.1656         0.1534         0.1166 
##      Quarterly         Weekly 
##         0.1288         0.1595

## 
## Condición:  Review.Rating = 4.0 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1602         0.1657         0.1215         0.1271         0.1878 
##      Quarterly         Weekly 
##         0.0994         0.1381

## 
## Condición:  Review.Rating = 4.1 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1081         0.1419         0.1419         0.1419         0.1689 
##      Quarterly         Weekly 
##         0.1622         0.1351

## 
## Condición:  Review.Rating = 4.2 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1637         0.1345         0.1813         0.1287         0.1404 
##      Quarterly         Weekly 
##         0.1111         0.1404

## 
## Condición:  Review.Rating = 4.3 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1497         0.1905         0.1701         0.1224         0.1156 
##      Quarterly         Weekly 
##         0.0884         0.1633

## 
## Condición:  Review.Rating = 4.4 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1392         0.1139         0.1899         0.1456         0.1076 
##      Quarterly         Weekly 
##         0.1266         0.1772

## 
## Condición:  Review.Rating = 4.5 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1655         0.1511         0.1295         0.1439         0.1799 
##      Quarterly         Weekly 
##         0.1367         0.0935

## 
## Condición:  Review.Rating = 4.6 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1034         0.1609         0.1782         0.1494         0.1264 
##      Quarterly         Weekly 
##         0.1379         0.1437

## 
## Condición:  Review.Rating = 4.7 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1284         0.0811         0.1351         0.1622         0.1824 
##      Quarterly         Weekly 
##         0.1689         0.1419

## 
## Condición:  Review.Rating = 4.8 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1528         0.1042         0.1875         0.1458         0.1389 
##      Quarterly         Weekly 
##         0.1458         0.1250

## 
## Condición:  Review.Rating = 4.9 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1807         0.1265         0.0964         0.1265         0.1566 
##      Quarterly         Weekly 
##         0.1627         0.1506

## 
## Condición:  Review.Rating = 5.0 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1324         0.1324         0.1324         0.1176         0.1618 
##      Quarterly         Weekly 
##         0.2206         0.1029

## 
## ======================================
## Calculando probabilidades condicionales P( Payment.Method | Subscription.Status )
## 
## Condición:  Subscription.Status = No 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1633        0.1647        0.1763        0.1591        0.1682 
##         Venmo 
##        0.1682

## 
## Condición:  Subscription.Status = Yes 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1586        0.1700        0.1842        0.1709        0.1510 
##         Venmo 
##        0.1652

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Subscription.Status )
## 
## Condición:  Subscription.Status = No 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1665         0.1602         0.1749         0.1686         0.1682 
##   Store Pickup 
##         0.1616

## 
## Condición:  Subscription.Status = Yes 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1453         0.1804         0.1681         0.1595         0.1662 
##   Store Pickup 
##         0.1804

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Subscription.Status )
## 
## Condición:  Subscription.Status = No 
##     No    Yes 
## 0.7808 0.2192

## 
## Condición:  Subscription.Status = Yes 
##  No Yes 
##   0   1

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Subscription.Status )
## 
## Condición:  Subscription.Status = No 
##     No    Yes 
## 0.7808 0.2192

## 
## Condición:  Subscription.Status = Yes 
##  No Yes 
##   0   1

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Subscription.Status )
## 
## Condición:  Subscription.Status = No 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1598        0.1746        0.1728        0.1567        0.1746 
##         Venmo 
##        0.1616

## 
## Condición:  Subscription.Status = Yes 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1491        0.1643        0.1700        0.1804        0.1709 
##         Venmo 
##        0.1652

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Subscription.Status )
## 
## Condición:  Subscription.Status = No 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1447         0.1430         0.1510         0.1366         0.1419 
##      Quarterly         Weekly 
##         0.1486         0.1342

## 
## Condición:  Subscription.Status = Yes 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1519         0.1330         0.1462         0.1453         0.1415 
##      Quarterly         Weekly 
##         0.1330         0.1491

## 
## ======================================
## Calculando probabilidades condicionales P( Shipping.Type | Payment.Method )
## 
## Condición:  Payment.Method = Bank Transfer 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1598         0.1725         0.1598         0.1614         0.1835 
##   Store Pickup 
##         0.1630

## 
## Condición:  Payment.Method = Cash 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1667         0.1574         0.1836         0.1559         0.1651 
##   Store Pickup 
##         0.1713

## 
## Condición:  Payment.Method = Credit Card 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1322         0.1667         0.1810         0.1552         0.1739 
##   Store Pickup 
##         0.1911

## 
## Condición:  Payment.Method = Debit Card 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1690         0.1690         0.1722         0.1596         0.1643 
##   Store Pickup 
##         0.1659

## 
## Condición:  Payment.Method = PayPal 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1630         0.1473         0.1818         0.1881         0.1567 
##   Store Pickup 
##         0.1630

## 
## Condición:  Payment.Method = Venmo 
## 2-Day Shipping        Express  Free Shipping   Next Day Air       Standard 
##         0.1761         0.1807         0.1593         0.1776         0.1623 
##   Store Pickup 
##         0.1440

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Payment.Method )
## 
## Condición:  Payment.Method = Bank Transfer 
##     No    Yes 
## 0.5712 0.4288

## 
## Condición:  Payment.Method = Cash 
##     No    Yes 
## 0.5525 0.4475

## 
## Condición:  Payment.Method = Credit Card 
##     No    Yes 
## 0.5805 0.4195

## 
## Condición:  Payment.Method = Debit Card 
##     No    Yes 
## 0.5735 0.4265

## 
## Condición:  Payment.Method = PayPal 
##     No    Yes 
## 0.5831 0.4169

## 
## Condición:  Payment.Method = Venmo 
##    No   Yes 
## 0.559 0.441

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Payment.Method )
## 
## Condición:  Payment.Method = Bank Transfer 
##     No    Yes 
## 0.5712 0.4288

## 
## Condición:  Payment.Method = Cash 
##     No    Yes 
## 0.5525 0.4475

## 
## Condición:  Payment.Method = Credit Card 
##     No    Yes 
## 0.5805 0.4195

## 
## Condición:  Payment.Method = Debit Card 
##     No    Yes 
## 0.5735 0.4265

## 
## Condición:  Payment.Method = PayPal 
##     No    Yes 
## 0.5831 0.4169

## 
## Condición:  Payment.Method = Venmo 
##    No   Yes 
## 0.559 0.441

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Payment.Method )
## 
## Condición:  Payment.Method = Bank Transfer 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1630        0.1693        0.1946        0.1646        0.1598 
##         Venmo 
##        0.1487

## 
## Condición:  Payment.Method = Cash 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1497        0.1852        0.1790        0.1404        0.1790 
##         Venmo 
##        0.1667

## 
## Condición:  Payment.Method = Credit Card 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1710        0.1753        0.1379        0.1782        0.1810 
##         Venmo 
##        0.1566

## 
## Condición:  Payment.Method = Debit Card 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1627        0.1659        0.1864        0.1374        0.1675 
##         Venmo 
##        0.1801

## 
## Condición:  Payment.Method = PayPal 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1505        0.1755        0.1505        0.1818        0.1724 
##         Venmo 
##        0.1693

## 
## Condición:  Payment.Method = Venmo 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1440        0.1593        0.1868        0.1746        0.1807 
##         Venmo 
##        0.1547

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Payment.Method )
## 
## Condición:  Payment.Method = Bank Transfer 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1598         0.1456         0.1503         0.1424         0.1377 
##      Quarterly         Weekly 
##         0.1297         0.1345

## 
## Condición:  Payment.Method = Cash 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1682         0.1466         0.1836         0.1312         0.1296 
##      Quarterly         Weekly 
##         0.1265         0.1142

## 
## Condición:  Payment.Method = Credit Card 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1149         0.1451         0.1466         0.1523         0.1652 
##      Quarterly         Weekly 
##         0.1494         0.1264

## 
## Condición:  Payment.Method = Debit Card 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1485         0.1248         0.1422         0.1343         0.1343 
##      Quarterly         Weekly 
##         0.1706         0.1453

## 
## Condición:  Payment.Method = PayPal 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1442         0.1317         0.1426         0.1270         0.1364 
##      Quarterly         Weekly 
##         0.1505         0.1677

## 
## Condición:  Payment.Method = Venmo 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1470         0.1470         0.1332         0.1455         0.1455 
##      Quarterly         Weekly 
##         0.1394         0.1424

## 
## ======================================
## Calculando probabilidades condicionales P( Discount.Applied | Shipping.Type )
## 
## Condición:  Shipping.Type = 2-Day Shipping 
##     No    Yes 
## 0.5933 0.4067

## 
## Condición:  Shipping.Type = Express 
##     No    Yes 
## 0.5681 0.4319

## 
## Condición:  Shipping.Type = Free Shipping 
##     No    Yes 
## 0.5881 0.4119

## 
## Condición:  Shipping.Type = Next Day Air 
##     No    Yes 
## 0.5448 0.4552

## 
## Condición:  Shipping.Type = Standard 
##     No    Yes 
## 0.5642 0.4358

## 
## Condición:  Shipping.Type = Store Pickup 
##     No    Yes 
## 0.5615 0.4385

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Shipping.Type )
## 
## Condición:  Shipping.Type = 2-Day Shipping 
##     No    Yes 
## 0.5933 0.4067

## 
## Condición:  Shipping.Type = Express 
##     No    Yes 
## 0.5681 0.4319

## 
## Condición:  Shipping.Type = Free Shipping 
##     No    Yes 
## 0.5881 0.4119

## 
## Condición:  Shipping.Type = Next Day Air 
##     No    Yes 
## 0.5448 0.4552

## 
## Condición:  Shipping.Type = Standard 
##     No    Yes 
## 0.5642 0.4358

## 
## Condición:  Shipping.Type = Store Pickup 
##     No    Yes 
## 0.5615 0.4385

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Shipping.Type )
## 
## Condición:  Shipping.Type = 2-Day Shipping 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1563        0.1595        0.1962        0.1483        0.1738 
##         Venmo 
##        0.1659

## 
## Condición:  Shipping.Type = Express 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1409        0.1672        0.1765        0.1517        0.1997 
##         Venmo 
##        0.1641

## 
## Condición:  Shipping.Type = Free Shipping 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1496        0.1793        0.1585        0.1733        0.1822 
##         Venmo 
##        0.1570

## 
## Condición:  Shipping.Type = Next Day Air 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1806        0.1605        0.1667        0.1620        0.1636 
##         Venmo 
##        0.1667

## 
## Condición:  Shipping.Type = Standard 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1422        0.1804        0.1758        0.1804        0.1636 
##         Venmo 
##        0.1575

## 
## Condición:  Shipping.Type = Store Pickup 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1723        0.1831        0.1600        0.1615        0.1585 
##         Venmo 
##        0.1646

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Shipping.Type )
## 
## Condición:  Shipping.Type = 2-Day Shipping 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1340         0.1388         0.1547         0.1419         0.1515 
##      Quarterly         Weekly 
##         0.1483         0.1308

## 
## Condición:  Shipping.Type = Express 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1486         0.1548         0.1533         0.1362         0.1300 
##      Quarterly         Weekly 
##         0.1316         0.1455

## 
## Condición:  Shipping.Type = Free Shipping 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1659         0.1215         0.1496         0.1170         0.1333 
##      Quarterly         Weekly 
##         0.1496         0.1630

## 
## Condición:  Shipping.Type = Next Day Air 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1250         0.1528         0.1682         0.1327         0.1574 
##      Quarterly         Weekly 
##         0.1343         0.1296

## 
## Condición:  Shipping.Type = Standard 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1636         0.1361         0.1147         0.1636         0.1391 
##      Quarterly         Weekly 
##         0.1498         0.1330

## 
## Condición:  Shipping.Type = Store Pickup 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1415         0.1385         0.1585         0.1431         0.1400 
##      Quarterly         Weekly 
##         0.1523         0.1262

## 
## ======================================
## Calculando probabilidades condicionales P( Promo.Code.Used | Discount.Applied )
## 
## Condición:  Discount.Applied = No 
##  No Yes 
##   1   0

## 
## Condición:  Discount.Applied = Yes 
##  No Yes 
##   0   1

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Discount.Applied )
## 
## Condición:  Discount.Applied = No 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1588        0.1741        0.1759        0.1561        0.1786 
##         Venmo 
##        0.1565

## 
## Condición:  Discount.Applied = Yes 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1544        0.1688        0.1670        0.1723        0.1670 
##         Venmo 
##        0.1705

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Discount.Applied )
## 
## Condición:  Discount.Applied = No 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1502         0.1444         0.1466         0.1345         0.1422 
##      Quarterly         Weekly 
##         0.1448         0.1372

## 
## Condición:  Discount.Applied = Yes 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1419         0.1348         0.1538         0.1449         0.1413 
##      Quarterly         Weekly 
##         0.1437         0.1395

## 
## ======================================
## Calculando probabilidades condicionales P( Preferred.Payment.Method | Promo.Code.Used )
## 
## Condición:  Promo.Code.Used = No 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1588        0.1741        0.1759        0.1561        0.1786 
##         Venmo 
##        0.1565

## 
## Condición:  Promo.Code.Used = Yes 
## Bank Transfer          Cash   Credit Card    Debit Card        PayPal 
##        0.1544        0.1688        0.1670        0.1723        0.1670 
##         Venmo 
##        0.1705

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Promo.Code.Used )
## 
## Condición:  Promo.Code.Used = No 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1502         0.1444         0.1466         0.1345         0.1422 
##      Quarterly         Weekly 
##         0.1448         0.1372

## 
## Condición:  Promo.Code.Used = Yes 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1419         0.1348         0.1538         0.1449         0.1413 
##      Quarterly         Weekly 
##         0.1437         0.1395

## 
## ======================================
## Calculando probabilidades condicionales P( Frequency.of.Purchases | Preferred.Payment.Method )
## 
## Condición:  Preferred.Payment.Method = Bank Transfer 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1356         0.1438         0.1389         0.1356         0.1307 
##      Quarterly         Weekly 
##         0.1781         0.1373

## 
## Condición:  Preferred.Payment.Method = Cash 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1224         0.1463         0.1403         0.1388         0.1463 
##      Quarterly         Weekly 
##         0.1552         0.1507

## 
## Condición:  Preferred.Payment.Method = Credit Card 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1490         0.1177         0.1714         0.1401         0.1595 
##      Quarterly         Weekly 
##         0.1073         0.1550

## 
## Condición:  Preferred.Payment.Method = Debit Card 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1588         0.1525         0.1447         0.1494         0.1258 
##      Quarterly         Weekly 
##         0.1478         0.1211

## 
## Condición:  Preferred.Payment.Method = PayPal 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1521         0.1300         0.1477         0.1359         0.1433 
##      Quarterly         Weekly 
##         0.1521         0.1388

## 
## Condición:  Preferred.Payment.Method = Venmo 
##       Annually      Bi-Weekly Every 3 Months    Fortnightly        Monthly 
##         0.1625         0.1530         0.1546         0.1341         0.1435 
##      Quarterly         Weekly 
##         0.1278         0.1246