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Counterfactual Explanation on Diabetes 5-fold (test)
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100
Validity
RobX
86.792
90.221
93.65
97.079
Apr 19, 2026
Validity
L1 Proximity
L2 Proximity
Plausibility
Robustness (ret)
Robustness (bs)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Validity
L1 Proximity
L2 Proximity
Plausibility
Robustness (ret)
Robustness (bs)
RobX
Classifier=MLP, robust...
2026.04
100
1.45
0.677
39.9
99.9
92.6
BetaRCE
Classifier=MLP
2026.04
100
0.622
0.284
32.8
97.2
85.5
CROCE
Classifier=MLP, gamma...
2026.04
100
0.783
0.415
28.4
99.7
96
CROCE
Classifier=MLP, gamma...
2026.04
100
0.988
0.509
31.5
100
99.4
PPCEF
Classifier=MLP
2026.04
99.9
0.705
0.3
26
87
74.3
CROCE
Classifier=MLP, gamma...
2026.04
99.7
0.632
0.343
26.6
97.9
90.2
RobX
Classifier=MLP
2026.04
87.3
0.546
0.27
29.5
85.5
77
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