Prediction of HIV-1 sensitivity to broadly neutralizing antibodies shows a trend towards resistance over time
Fig 1
Prediction performance of the classifiers.
The AUC performances for each bNAb classifier using the oligo kernel were determined by 10 runs of a stratified 5-fold nested cross-validation. On the x-axis, the different classifiers are presented, named according to the bNAb they are trained on. The colors of the boxes refer to the epitope category of the corresponding bNAb. The prediction performance of a random classifier is depicted by the gray dashed line.