DGLGraphTransformer + GATModel
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| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | KIT | r2 | -1.5015349177795612 |
| test | KIT | pearsonr | 0.3008191485670736 |
| test | KIT | spearmanr | 0.28215117259520756 |
| test | KIT | explained_var | 0.08791369760775991 |
| test | KIT | mean_squared_error | 4246.175185976422 |
| test | KIT | mean_absolute_error | 52.318516322737445 |
| test | KIT_(T6701_mutant) | r2 | -0.6763284831277245 |
| test | KIT_(T6701_mutant) | pearsonr | 0.2858365471804664 |
| test | KIT_(T6701_mutant) | spearmanr | 0.21696716195075563 |
| test | KIT_(T6701_mutant) | explained_var | 0.05093964934576345 |
| test | KIT_(T6701_mutant) | mean_squared_error | 1802.364861258042 |
| test | KIT_(T6701_mutant) | mean_absolute_error | 28.09602826796043 |
| test | KIT_(V560G_mutant) | r2 | -0.8358349813055737 |
| test | KIT_(V560G_mutant) | pearsonr | 0.2643243813323488 |
| test | KIT_(V560G_mutant) | spearmanr | 0.24479883355356083 |
| test | KIT_(V560G_mutant) | explained_var | 0.06692355179305054 |
| test | KIT_(V560G_mutant) | mean_squared_error | 1818.2039384622228 |
| test | KIT_(V560G_mutant) | mean_absolute_error | 30.006999649871346 |