Table 3.

Treatment effects estimated for AML dataset using nine methods.

Methods	ATT	ATC	ATE	Number of individuals with positive treatment effect
				HDAC and	No	Other
				HDAC+IDA	difference	drugs
CGANs	0.011	0.356	0.208	59	138	15
LR	0.033	0.207	0.107	62	112	38
LogR	0.083	0.209	0.137	63	115	34
SVM	0.112	0.165	0.135	65	130	17
KNN (5)	0.248	−0.011	0.137	55	131	26
KNN (10)	0.314	0.066	0.208	62	132	18
BLR	0.129	0.139	0.133	57	136	19
RF (C)	0.157	0.286	0.212	70	117	25
RF (R)	0.052	0.099	0.072	37	155	20