Carboxyl prediction on hexagonal graphene oxide nanoflakes (5-fold stratified CV)
99.7Balanced AccuracySMOTENaN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SMOTENaNClassifier=XGBoost2026.05 | 99.7 | 99.9 | 99.7 | |
| Imputation + SMOTEClassifier=XGBoost2026.05 | 98.7 | 99.5 | 100 | |
| Drop Features + SMOTEClassifier=XGBoost2026.05 | 94 | 97.4 | 99.1 |