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Recidivism Prediction on RisCanvi fully observed 2010-2014 (train)
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80.9
F1 Score
CatBoost
23.388
38.319
53.25
68.181
Jun 1, 2026
F1 Score
Accuracy
Balanced Accuracy
FPR
FNR
Delta FPR (Group H)
Delta FNR (Group H)
Updated 1d ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
Balanced Accuracy
FPR
FNR
Delta FPR (Group H)
Delta FNR (Group H)
CatBoost
Averaging=ten seeds
2026.06
80.9
78.5
78.1
26.2
17.7
17.8
11.5
SLIM
Averaging=ten seeds
2026.06
78.1
76
75.8
26.1
22.4
30.1
15.7
FairSLIM-LRP
ϵ=≤ .01
2026.06
71.1
72.3
73.6
14.5
38.4
14.2
8.9
RiskEval
2026.06
25.6
60.8
56.2
2.9
84.7
4.9
14.5
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