Table 11.

pvalues of pairwise comparison of models performance on adherence prediction using DeLong’s test

	Simple RNN	MLP	RC	RC (aggr)	RC (last)	LR	LR (aggr)	LR (last)
LSTM	3.479e−6	5.025e−12	< 2.2e−16	< 2.2e−16	< 2.2e−16	< 2.2e−16	< 2.2e−16	< 2.2e−16
Simple RNN		0.01353	7.639e−14	< 2.2e−16	< 2.2e−16	7.966e−16	< 2.2e−16	< 2.2e−16
MLP			8.937e−7	< 2.2e−16	< 2.2e−16	1.538e−8	< 2.2e−16	< 2.2e−16
RC				< 2.2e−16	< 2.2e−16	2.741e−3	< 2.2e−16	< 2.2e−16
RC (aggr)					0.829	6.967e−14	0.02915	0.9102
RC (last)						3.405e−15	0.6371	0.001774
LR							1.666e−15	< 2.2e−16
LR (aggr)								0.8881

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