Classification on Fetal Health
90.3AWGradient Boosting Classification
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gradient Boosting ClassificationMethod Subtype=Difference2026.03 | 90.3 | 97.3 | 97.8 | |
| Gradient Boosting ClassificationMethod Subtype=Tree-based2026.03 | 90.3 | 97.3 | 98.1 | |
| Gradient Boosting ClassificationMethod Subtype=Multiclass2026.03 | 88.6 | 96.4 | 98.4 | |
| Gaussian Naïve BayesMethod Subtype=Difference2026.03 | 77.5 | 87.9 | 93.3 | |
| Gaussian Naïve BayesMethod Subtype=Tree-based2026.03 | 77.5 | 87.9 | 93.4 | |
| Logistic RegressionMethod Subtype=Tree-based2026.03 | 76.3 | 91.2 | 93.5 | |
| Gaussian Naïve BayesMethod Subtype=Multiclass2026.03 | 76.2 | 83.1 | 90 | |
| Logistic RegressionMethod Subtype=Difference2026.03 | 75.7 | 90.6 | 93.6 | |
| Logistic RegressionMethod Subtype=OVR2026.03 | 74.4 | 91.4 | 92.5 | |
| Support Vector ClassificationMethod Subtype=Difference2026.03 | 71.6 | 87.4 | 93.1 | |
| Ordered probit model2026.03 | 70.2 | 91.4 | 94.7 | |
| Logistic RegressionMethod Subtype=Ordered logit model2026.03 | 69.8 | 91.1 | 94.7 | |
| Support Vector ClassificationMethod Subtype=Tree-based2026.03 | 69.2 | 84.5 | 93 | |
| Support Vector ClassificationMethod Subtype=OVR2026.03 | 61.2 | 84.5 | 93.1 |