Recidivism Prediction on RisCanvi fully observed 2010-2014 (train)
80.9F1 ScoreCatBoost
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CatBoostAveraging=ten seeds2026.06 | 80.9 | 78.5 | 78.1 | 26.2 | 17.7 | 17.8 | 11.5 | |
| SLIMAveraging=ten seeds2026.06 | 78.1 | 76 | 75.8 | 26.1 | 22.4 | 30.1 | 15.7 | |
| FairSLIM-LRPϵ=≤ .012026.06 | 71.1 | 72.3 | 73.6 | 14.5 | 38.4 | 14.2 | 8.9 | |
| RiskEval2026.06 | 25.6 | 60.8 | 56.2 | 2.9 | 84.7 | 4.9 | 14.5 |