Classification on Obesity (Accuracy, ROC-AUC, F1, Precision, Recall)
98F1-scoreLogistic-KAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Logistic-KAN2025.09 | 98 | 98 | 100 | 98 | 98 | — | |
| KAAM2025.09 | 95 | 95 | 100 | 95 | 95 | — | |
| Random ForestEvaluation Protocol=TRTR (Baseline), Data Source=Real Data2026.06 | 95 | — | — | — | — | 94 | |
| RF2025.09 | 91 | 91 | 100 | 92 | 91 | — | |
| RTFEvaluation Protocol=TSTR, Classifier=Random Forest2026.06 | 77 | — | — | — | — | 77 | |
| PSyGenTABEvaluation Protocol=TSTR, Classifier=Random Forest2026.06 | 71 | — | — | — | — | 72 | |
| LR2025.09 | 68 | 70 | 92 | 68 | 70 | — | |
| MLP2025.09 | 55 | 56 | 88 | 56 | 56 | — |