DGLGraphTransformer + PNAModel
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| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | EGFR | r2 | 0.09484149544989695 |
| test | EGFR | pearsonr | 0.48488871760326946 |
| test | EGFR | spearmanr | 0.3332444760381494 |
| test | EGFR | explained_var | 0.10469692727437441 |
| test | EGFR | mean_squared_error | 927.8369448244732 |
| test | EGFR | mean_absolute_error | 23.2556195594169 |
| test | EGFR_(L858R_mutant) | r2 | 0.046003508072091415 |
| test | EGFR_(L858R_mutant) | pearsonr | 0.45458646370405753 |
| test | EGFR_(L858R_mutant) | spearmanr | 0.4060600226695746 |
| test | EGFR_(L858R_mutant) | explained_var | 0.08860326373824179 |
| test | EGFR_(L858R_mutant) | mean_squared_error | 1048.2801200840704 |
| test | EGFR_(L858R_mutant) | mean_absolute_error | 23.105799348676527 |