Result
ssyrnyk/ML4DD-team19-evenmorepruned-hyperparamtered-anothermodelprobablyoverfitted
docking boosting fingerprinting pruned and hyperparametered probably overfitted
Submitted on: June 21, 2024,ID: BEHNXMV3LjbtbY61HEZ7F
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Related benchmark
2023-12-08
Detailed Results
| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | CLASS_KIT | f1 | 0.48979591836734687 |
| test | CLASS_KIT | mcc | 0.3626658695479678 |
| test | CLASS_KIT | pr_auc | 0.6992393052636785 |
| test | CLASS_KIT | roc_auc | 0.8221099887766554 |
| test | CLASS_KIT | accuracy | 0.7126436781609196 |
| test | CLASS_KIT | cohen_kappa | 0.3217960710944807 |
| test | CLASS_KIT_(T6701_mutant) | f1 | 0.5333333333333333 |
| test | CLASS_KIT_(T6701_mutant) | mcc | 0.43805373239155293 |
| test | CLASS_KIT_(T6701_mutant) | pr_auc | 0.6746680251832476 |
| test | CLASS_KIT_(T6701_mutant) | roc_auc | 0.812133072407045 |
| test | CLASS_KIT_(T6701_mutant) | accuracy | 0.8390804597701149 |
| test | CLASS_KIT_(T6701_mutant) | cohen_kappa | 0.4366327474560592 |
| test | CLASS_KIT_(V560G_mutant) | f1 | 0.5925925925925926 |
| test | CLASS_KIT_(V560G_mutant) | mcc | 0.5233793327271588 |
| test | CLASS_KIT_(V560G_mutant) | pr_auc | 0.600751140409326 |
| test | CLASS_KIT_(V560G_mutant) | roc_auc | 0.851111111111111 |
| test | CLASS_KIT_(V560G_mutant) | accuracy | 0.8735632183908046 |
| test | CLASS_KIT_(V560G_mutant) | cohen_kappa | 0.5188536953242835 |