Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Classification accuracies obtained by different machine learning algorithms
| CART | Logistic regression | Naive Bayes | SVM | |
|---|---|---|---|---|
| ModelStw | 60.2% | 64.7% | 63.3% | 54% |
| ModelStw + LVEF | 73.3% | 72.1% | 74.2% | 60.3% |
| ModelCorr | 61.4% | 64% | 61.6% | 49.8% |
| ModelCorr + LVEF | 72.8% | 72.9% | 71.7% | 63.7% |
| ModelAllFeatures | 60.3% | 65.4% | 58% | 50.4% |
| ModelAllFeatures + LVEF | 72.6% | 71.9% | 62% | 63.7% |
