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Counterfactual Explanations on Simulation Case 2

4.946Val

M3 (m=2)

Updated 18d ago

Evaluation Results

Method	Links
M3 (m=2) 2025.01		4.946	2.796	6.767	88	1.747	0.722
M3 (m=2) 2025.01		4.826	2.796	6.767	88	1.747	0.722
M3 (m=3) 2025.01		4.705	2.781	6.702	96	1.591	0.66
Proposed (M3) 2025.01		4.705	-	-	-	-	-
M1 (MLP) 2025.01		4.629	3.015	8.331	100	1.535	0.556
M3 (m=3) 2025.01		4.59	2.781	6.702	96	1.591	0.66
Proposed (M3) 2025.01		4.59	2.781	6.702	96	1.591	0.66
M1 (LGB) 2025.01		4.027	11.203	1.48	71	0.359	0.003
M1 (RF) 2025.01		4.003	8.871	676.528	65.5	0.451	0.006
M3 (m=3) 2025.01		3.979	2.781	6.702	96	1.591	0.66
Proposed (M3) 2025.01		3.979	-	-	-	-	-
M3 (m=4) 2025.01		3.866	2.754	7.106	79.2	1.228	0.476
M3 (m=4) 2025.01		3.858	2.754	7.106	79.2	1.228	0.476
M3 (m=4) 2025.01		3.46	2.754	7.106	79.2	1.228	0.476
M2 (Stack) 2025.01		3.455	7.601	96.218	41	0.455	0.036
Wachter 2025.01		3.266	2.609	6.623	63.5	1.252	0.493
DiCE 2025.01		3.166	2.974	7.565	63.2	1.065	0.419
M1 (LR) 2025.01		2.394	3	8.001	55	0.798	0.299
M3 (m=4) 2025.01		2.348	2.754	7.106	79.2	1.228	0.476