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 area under the curve (AUC) for combined classifiers using logistic classification, k-nearest neighbors, random forests, deep neural network and combination deep and convolutional neural network.
| Classifier | 5-fold CV AUC | Holdout AUC |
|---|---|---|
| Logistic regression | 0.860+0.001 | 0.840 |
| K-nearest neighbors | 0.817+0.001 | 0.823 |
| Random forest | 0.881+0.001 | 0.884 |
| Deep neural network | 0.878+0.002 | 0.876 |
| Hybrid deep/convolutional neural network | 0.875+0.001 | 0.876 |
