VIDRAFT AETHER-PharmaOS structure-based ensemble (gradient-boosted trees + tabular foundation model) for PKIS1 EGFR wild-type and L858R-mutant kinase percent-inhibition multitask regression.
No links found.
| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | EGFR | r2 | 0.7900498019174207 |
| test | EGFR | pearsonr | 0.895115662814568 |
| test | EGFR | spearmanr | 0.5081786341190955 |
| test | EGFR | explained_var | 0.7903597776792669 |
| test | EGFR | mean_squared_error | 215.2104293060317 |
| test | EGFR | mean_absolute_error | 10.01785721151945 |
| test | EGFR_(L858R_mutant) | r2 | 0.5271700347848912 |
| test | EGFR_(L858R_mutant) | pearsonr | 0.7332735796787438 |
| test | EGFR_(L858R_mutant) | spearmanr | 0.6228748297584894 |
| test | EGFR_(L858R_mutant) | explained_var | 0.5295211147288912 |
| test | EGFR_(L858R_mutant) | mean_squared_error | 519.5598274301589 |
| test | EGFR_(L858R_mutant) | mean_absolute_error | 15.165640366953273 |