| Logistic | AdaBoost | C4.5 | CART | SVM | RBF NN |
---|
Exact Outcome | 74.6% | 73% | 75.6% | 72% | 72.6% | 72.8% |
Days in ICU | 80.6% | 78.7% | 77.1% | 77.4% | 80.1% | 77.4% |
- This table compares the performance of logistic regression alone and the five chosen machine learning algorithms in predicting exact outcome (for off-site dataset) and ICU length of stay (for helicopter dataset).