Classification on Car Quality
95.5AWGradient Boosting Classification
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gradient Boosting ClassificationMethod Subtype=Difference2026.03 | 95.5 | 98.6 | 99.9 | |
| Gradient Boosting ClassificationMethod Subtype=Tree-based2026.03 | 95.5 | 98.6 | 99.8 | |
| Gradient Boosting ClassificationMethod Subtype=Multiclass2026.03 | 94.8 | 98.6 | 99.8 | |
| Support Vector ClassificationMethod Subtype=Difference2026.03 | 93 | 98.3 | 99.3 | |
| Support Vector ClassificationMethod Subtype=Tree-based2026.03 | 90.9 | 98.2 | 99.5 | |
| Support Vector ClassificationMethod Subtype=OVR2026.03 | 81.2 | 97.5 | 99.5 | |
| Gaussian Naïve BayesMethod Subtype=Difference2026.03 | 75.4 | 95.9 | 87.1 | |
| Gaussian Naïve BayesMethod Subtype=Tree-based2026.03 | 70.8 | 94.2 | 96.2 | |
| Logistic RegressionMethod Subtype=Difference2026.03 | 68.6 | 90.7 | 96.6 | |
| Logistic RegressionMethod Subtype=Tree-based2026.03 | 66.2 | 91.3 | 96.4 | |
| Logistic RegressionMethod Subtype=OVR2026.03 | 65.7 | 89.9 | 96.3 | |
| Gaussian Naïve BayesMethod Subtype=Multiclass2026.03 | 62.2 | 89.4 | 93.2 | |
| Logistic RegressionMethod Subtype=Ordered logit model2026.03 | 60.7 | 90.9 | 94.5 | |
| Ordered probit model2026.03 | 58.6 | 91 | 94.5 |