Classification on Pima Dataset
90.9F1 ScoreSVM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SVMClass Label=0, RunID=0754, Number of Features=4, Feature Selection=bMax, Scaler=Std, Augmentation=MX, Imbalance Handling=nIMB, Normalization Order=L, Split (Train/Test Ratio)=0.1, Probability Threshold=0.35, Random Seed=1262026.05 | 90.9 | 88.3 | 88.4 | 87.3 | |
| SVMClass Label=0, RunID=0754, Number of Features=4, Feature Selection=bMean, Scaler=Std, Augmentation=MX, Imbalance Handling=nIMB, Normalization Order=F, Split (Train/Test Ratio)=0.1, Probability Threshold=0.35, Random Seed=1262026.05 | 90.9 | 88.3 | 88.4 | 87.3 | |
| RFClass Label=0, RunID=1919, Number of Features=5, Feature Selection=bMean, Scaler=Std, Augmentation=MX, Imbalance Handling=nIMB, Normalization Order=L, Split (Train/Test Ratio)=0.1, Probability Threshold=0.50, Random Seed=72026.05 | 90.6 | 87 | 86.6 | 84.9 | |
| GBClass Label=0, RunID=0754, Number of Features=4, Feature Selection=bMean, Scaler=Std, Augmentation=MX, Imbalance Handling=nIMB, Normalization Order=L, Split (Train/Test Ratio)=0.1, Probability Threshold=0.50, Random Seed=1262026.05 | 90.6 | 87 | 86.6 | 84.9 | |
| XGBClass Label=0, RunID=1411, Number of Features=6, Feature Selection=bMax, Scaler=Std, Augmentation=NA, Imbalance Handling=Tomek, Normalization Order=L, Split (Train/Test Ratio)=0.1, Probability Threshold=0.35, Random Seed=1262026.05 | 90.5 | 88.3 | 88.5 | 87.6 |