From: Problems with the nested granularity of feature domains in bioinformatics: the eXtasy case
 | eXtasy benchmark class distribution | realistic class distribution | ||
---|---|---|---|---|
Metric | bootstraping | hierarchical sampling | bootstraping | hierarchical sampling |
Sensitivity | 0.863751* | 0.783985 | 0.888667* | 0.816667 |
Specificity | 0.951801 | 0.980001* | 0.951809 | 0.980030* |
Precision | 0.711571 | 0.842510* | 0.002423 | 0.005313* |
NPV | 0.980934* | 0.970764 | 0.999985* | 0.999976 |
MCC | 0.751416 | 0.788129* | 0.044896 | 0.064834* |
AUC-ROC | 0.972466 | 0.973497 | 0.979336 | 0.981345 |
AUC-PR | 0.888809 | 0.895255 | 0.095083 | 0.128191 |