Performance of confidence estimators on biological datasets.

For every confidence estimator, the avgCEC, the confidence associated prediction improvement (CAPI), and the time for an individual estimation in milliseconds on the MHC datasets and on the QSAR datasets is shown. For the upper part of the table, the estimators were applied together with linear regression (LR), whereas the number in the lower part were obtained using support vector regression with an RBF kernel (SVR).