DGLGraphTransformer + MPNNModel
Test set | Target label | Metric | Score |
---|---|---|---|
test | EGFR | r2 | -0.0050989455576515574 |
test | EGFR | pearsonr | -0.15968521710641884 |
test | EGFR | spearmanr | -0.20840306268298506 |
test | EGFR | explained_var | -0.00006265732814081382 |
test | EGFR | mean_squared_error | 1030.2813597890586 |
test | EGFR | mean_absolute_error | 25.334126441543166 |
test | EGFR_(L858R_mutant) | r2 | -0.04288412502459593 |
test | EGFR_(L858R_mutant) | pearsonr | -0.10804914262629622 |
test | EGFR_(L858R_mutant) | spearmanr | -0.042088427164627844 |
test | EGFR_(L858R_mutant) | explained_var | -0.00002402253808031496 |
test | EGFR_(L858R_mutant) | mean_squared_error | 1145.9525323885232 |
test | EGFR_(L858R_mutant) | mean_absolute_error | 24.82071633828653 |