Classification on Soybean
95Balanced AccuracyROSENaN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ROSENaNClassifier=XGBoost, n_estimators=100, max_depth=4, learning_rate=0.1, NaN rate=9.8%, Imbalance Ratio=6.42026.05 | 95 | 95.2 | 91.7 | 94.8 | 99.4 | |
| SMOTENaNClassifier=XGBoost, n_estimators=100, max_depth=4, learning_rate=0.1, NaN rate=9.8%, Imbalance Ratio=6.42026.05 | 94.8 | 94.6 | 90.7 | 94.6 | 99.4 | |
| ADASYNNaNClassifier=XGBoost, n_estimators=100, max_depth=4, learning_rate=0.1, NaN rate=9.8%, Imbalance Ratio=6.42026.05 | 94 | 94.8 | 91 | 93.8 | 99.3 | |
| BaselineClassifier=XGBoost, n_estimators=100, max_depth=4, learning_rate=0.1, NaN rate=9.8%, Imbalance Ratio=6.42026.05 | 93 | 94.4 | 90.3 | 92.7 | 99.3 |