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Table 12 p values of pairwise comparison of models performance on 1000 (repeats) randomly resampled with replacement test sets (10,096 samples) using Kolmogorov–Smirnov test

From: Medication adherence prediction through temporal modelling in cardiovascular disease management

 

Simple RNN

MLP

RC

RC (aggr)

RC (last)

LR

LR (aggr)

LR (last)

LSTM

3.581e−149

1.366e−298

0.0

0.0

0.0

0.0

0.0

0.0

Simple RNN

 

5.819e−62

0.0

0.0

0.0

0.0

0.0

0.0

MLP

  

2.441e−255

0.0

0.0

0.0

0.0

0.0

RC

   

0.0

0.0

3.683e−19

0.0

0.0

RC (aggr)

    

0.01960

0.0

2.029e−3

0.08690

RC (last)

     

0.0

2.462e−7

7.336e−5

LR

      

0.0

0.0

LR (aggr)

       

0.1641

  1. Using significance level of 0.05, values under the Bonferroni adjusted significance level of 0.00139 are in bold