Capstone Presentation

You find my app!!!! Welcome, I will tell you some things about it…

First of all usefull links:
Algorithm code
App

There you will find a extended explanation on everything you need to know about it.

But I will try to summarize a little bit

Using the Katz Back-Off Model wich is a generative n-gram language model that estimates the conditional probability of a word given its history in the n-gram. It accomplishes this estimation by “backing-off” to models with smaller histories under certain conditions. By doing so, the model with the most reliable information about a given history is used to provide the better results.

Using as data set text from Twitter, Facebook and Blogs. You will find the data exploration here.

You will ask yourself how accurate is the model…

predicting 5 words the accuracy is 22.6%

This accuracy could be increased if there were data from the user, this would aument the accuracy allot

Everything is very self explanatory Link to App