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Recidivism Prediction on RisCanvi (test)
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58.7
F1 Score
CatBoost
23.132
32.366
41.6
50.834
Jun 1, 2026
F1 Score
Accuracy
Balanced Accuracy
FPR (False Positive Rate)
FNR (False Negative Rate)
FPR Disparity
FNR Disparity
Updated 1d ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
Balanced Accuracy
FPR (False Positive Rate)
FNR (False Negative Rate)
FPR Disparity
FNR Disparity
CatBoost
Averaging=ten seeds
2026.06
58.7
63.6
70.7
46.6
12.1
11.4
5.4
FairSLIM-LRP
ϵ=≤ .01
2026.06
58.5
71.2
70.6
27.8
31.1
0.5
5.9
SLIM
Averaging=ten seeds
2026.06
58
64.6
70
43
17
2.5
5.9
RiskEval
2026.06
24.5
71.5
55.3
5.2
84.3
7.5
15
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