Negative selection on neutralization epitopes of poliovirus surface proteins: implications for prediction of candidate epitopes for immunization

Selection and combination of machine lea

Selection and combination of machine learning classifiers for prediction of linear B-cell epitopes on proteins

✍ Johannes Söllner 📂 Article 📅 2006 🏛 John Wiley and Sons 🌐 English ⚖ 143 KB

## Abstract Recently, new machine learning classifiers for the prediction of linear B‐cell epitopes were presented. Here we show the application of Receiver Operator Characteristics (ROC) convex hulls to select optimal classifiers as well as possibilities to improve the post test probability (PTP)