Counterfactual Explanation Generation on Educational Intervention dataset real data
70.163Val ScoreM1
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| M1Target Model=LR2025.01 | 70.163 | 20.663 | 3.004 | 4.232 | 23.353 | 16.58 | |
| M1Target Model=LGB2025.01 | 63.737 | 14.237 | 0.683 | 0.799 | 93.284 | 79.723 | |
| M1Target Model=MLP2025.01 | 63.578 | 14.078 | 3.143 | 1.967 | 20.23 | 32.327 | |
| M3 (m=3)Objective Index=2, Objective Model=MLP2025.01 | 61.745 | 12.245 | 2.646 | 3.43 | 22.597 | 17.432 | |
| M2Target Model=Stack2025.01 | 60.586 | 11.086 | 2.807 | 3.916 | 21.585 | 15.47 | |
| M3 (m=3)Objective Index=1, Objective Model=LR2025.01 | 59.364 | 9.864 | — | — | — | — | |
| M1Target Model=RF2025.01 | 59.274 | 9.774 | 1.839 | 2.644 | 32.231 | 22.419 | |
| M3 (m=3)Objective Index=3, Objective Model=RF2025.01 | 58.282 | 8.782 | — | — | — | — |