Binary Classification on Heart failure dataset (test)
0.92AUCRandom Forest with 100 trees
Evaluation results
| Method | Links | |
|---|---|---|
| Random Forest with 100 treesnumber of trees=100, max depth=32025.12 | 0.92 | |
| Random Forest with 1000 treesnumber of trees=1000, max depth=32025.12 | 0.92 | |
| XGBoostmax depth=32025.12 | 0.9 | |
| Logistic Regression2025.12 | 0.87 | |
| Soft Decision Treemax depth=32025.12 | 0.86 | |
| SM-SDTmax depth=3, short-term memory=true2025.12 | 0.86 | |
| Decision Treemax depth=32025.12 | 0.84 |