Psychopathology Prediction on EEG (EC, EO, MW, SuS paradigms)
60.82Mean AUCGSTS: Granularity-aware selection
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GSTS: Granularity-aware selectionk=1,1212026.07 | 60.82 | 0.497 | 1.19 | 16 | |
| Full: No selectionk=10,5722026.07 | 59.03 | — | 3.31 | 3 | |
| GSTS-compact: Budget-constrained GSTSk=2262026.07 | 59.01 | 0.419 | 4 | — | |
| V2-EN: Embedded ElasticNet selectionk=8,7102026.07 | 58.82 | 0.1 | 3.31 | 7 | |
| V2-L1: Embedded L1 selectionk=3182026.07 | 58.21 | 0.207 | 4.56 | 2 | |
| V1: Flat stability Top-200k=2002026.07 | 58.16 | 0.359 | 4.81 | 0 | |
| V3: PCA-based reductionk=2002026.07 | 55.93 | — | 6.56 | 0 |