Performance Results
Model Benchmarking
A comparative audit of model performance across disparate clinical datasets.
| Dataset | Method | Status | Accuracy | F1 Score | Rows | Actions |
|---|---|---|---|---|---|---|
| Cleveland Heart Disease Cleaned Dataset | Naive Bayes | Success | 85.46% +/- 4.03% | 83.85% +/- 4.16% | 303 | |
| Cleveland Heart Disease Cleaned Dataset | Knn | Success | 82.18% +/- 2.62% | 79.95% +/- 3.25% | 303 | |
| Cleveland Heart Disease Cleaned Dataset | Svm | Success | 83.81% +/- 3.90% | 81.53% +/- 4.67% | 303 |