Physics based fingerprints with a Random Forest
| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | CLASS_KIT | f1 | 0.5263157894736842 |
| test | CLASS_KIT | mcc | 0.31252705510589024 |
| test | CLASS_KIT | pr_auc | 0.683898007969205 |
| test | CLASS_KIT | roc_auc | 0.8173400673400674 |
| test | CLASS_KIT | accuracy | 0.6896551724137931 |
| test | CLASS_KIT | cohen_kappa | 0.30400000000000005 |
| test | CLASS_KIT_(T6701_mutant) | f1 | 0.2777777777777778 |
| test | CLASS_KIT_(T6701_mutant) | mcc | 0.10505343426048802 |
| test | CLASS_KIT_(T6701_mutant) | pr_auc | 0.2019766582674615 |
| test | CLASS_KIT_(T6701_mutant) | roc_auc | 0.600293542074364 |
| test | CLASS_KIT_(T6701_mutant) | accuracy | 0.7011494252873564 |
| test | CLASS_KIT_(T6701_mutant) | cohen_kappa | 0.10095389507154218 |
| test | CLASS_KIT_(V560G_mutant) | f1 | 0 |
| test | CLASS_KIT_(V560G_mutant) | mcc | -0.08781140799175229 |
| test | CLASS_KIT_(V560G_mutant) | pr_auc | 0.23930128834551623 |
| test | CLASS_KIT_(V560G_mutant) | roc_auc | 0.7288888888888889 |
| test | CLASS_KIT_(V560G_mutant) | accuracy | 0.8160919540229885 |
| test | CLASS_KIT_(V560G_mutant) | cohen_kappa | -0.07407407407407396 |
