Medication adherence prediction through temporal modelling in cardiovascular disease management

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

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