DGLGraphTransformer + GATModel
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| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | EGFR | r2 | 0.006373436700005897 |
| test | EGFR | pearsonr | 0.5425156298629367 |
| test | EGFR | spearmanr | 0.3951010374120712 |
| test | EGFR | explained_var | 0.1292422471847734 |
| test | EGFR | mean_squared_error | 1018.52154087304 |
| test | EGFR | mean_absolute_error | 19.710626865206535 |
| test | EGFR_(L858R_mutant) | r2 | 0.05773902697934419 |
| test | EGFR_(L858R_mutant) | pearsonr | 0.48665496046540013 |
| test | EGFR_(L858R_mutant) | spearmanr | 0.42551647537948906 |
| test | EGFR_(L858R_mutant) | explained_var | 0.13801217440377211 |
| test | EGFR_(L858R_mutant) | mean_squared_error | 1035.384777938228 |
| test | EGFR_(L858R_mutant) | mean_absolute_error | 21.258052058091035 |