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Causal Effect Prediction on Medical claims pancytopenia occurrence (test)

47Rate @ 0.999

CaML (ours)

Updated 4d ago

Evaluation Results

Method	Links
CaML (ours) 2023.01		47	37	23	15	20	30	43	51	51	40	25	17
CaML - w/o meta-learning 2023.01		45	38	21	13	19	28	38	45	49	41	23	15
CaML w/o RA-learner 2023.01		40	33	24	15	18	28	42	50	44	36	26	17
RA-learner 2023.01		28	26	17	10	10	19	30	37	30	28	18	11
S-learner w/ meta-learning 2023.01		27	16	8	4	9	10	13	15	29	18	9	5
T-learner w/ meta-learning 2023.01		27	16	8	4	9	10	13	15	29	18	9	5
GraphITE 2023.01		25	15	6	3	8	10	11	13	27	16	7	4
T-learner 2023.01		10	7	5	4	5	7	11	13	10	8	6	4
TARNet 2023.01		4	3	2	2	1	2	4	6	5	4	3	2
FlexTENet 2023.01		2	2	4	3	1	3	8	12	2	3	4	4
Random 2023.01		0	0	0	0	0	0	1	1	1	1	1	0
X-learner 2023.01		0	-1	0	0	0	0	1	2	0	0	0	1
SIN 2023.01		0	0	0	0	0	0	2	3	0	1	1	1
R-learner 2023.01		-1	-1	-1	0	0	0	0	4	0	0	0	1
DragonNet 2023.01		-1	0	0	0	0	0	0	1	0	0	0	0