Visualization_Exmaple

Visualization 0

For given example:

##    user  system elapsed 
##   2.229   0.135   2.432

##                      true_X
## result                     0      3
##   0.00673014827241702 204828    240
##   2.98999373792759       172  44760

## mistake rate 0.001648

## mean absolute error 0.01223627

Visualization 1

For \(\mu_1 = 2\), \(\mu_0 =0\), sd = 1:

##    user  system elapsed 
##   0.243   0.039   0.284

##                     true_X
## result                   0     2
##   0.0118851887184641 33579   304
##   1.96747930184631      83  6034

## mistake rate 0.009675

## mean absolute error 0.03407526

Visualization 2

For \(\mu_1 = 2\), \(\mu_0 =0\), sd = 1:

##    user  system elapsed 
##   0.234   0.036   0.272

##                     true_X
## result                   0     1
##   0.0051293067433941 34011   323
##   0.997666564003373     41  5625

## mistake rate 0.0091

## mean absolute error 0.01374565

Visualization 3

For \(\mu_1 = 2\), \(\mu_0 =0\), sd = 1:

##    user  system elapsed 
##   0.363   0.032   0.398

##                     true_X
## result                   0     2
##   0.0103797109081726 26991   209
##   1.97245692203432     125 12675

## mistake rate 0.00835

## mean absolute error 0.03229138

Visualization 4

For \(\mu_1 = 2\), \(\mu_0 =0\), sd = 1:

##    user  system elapsed 
##   0.289   0.033   0.324

##                      true_X
## result                    0     2
##   0.00191920316082672 30191   117
##   1.99191183753026        8  9684

## mistake rate 0.003125

## mean absolute error 0.009649479