From: Sparse regressions for predicting and interpreting subcellular localization of multi-label proteins
Measures | mLASSO | mEN | ||||||
---|---|---|---|---|---|---|---|---|
 | All | CC + MF | CC + BP | MF + BP | All | CC + MF | CC + BP | MF + BP |
OAA | 0.729 | 0.662 | 0.654 | 0.385 | 0.743 | 0.621 | 0.640 | 0.440 |
OLA | 0.820 | 0.726 | 0.715 | 0.436 | 0.836 | 0.686 | 0.701 | 0.492 |
Accuracy | 0.814 | 0.733 | 0.724 | 0.446 | 0.827 | 0.690 | 0.709 | 0.506 |
Precision | 0.859 | 0.782 | 0.773 | 0.500 | 0.869 | 0.739 | 0.760 | 0.560 |
Recall | 0.857 | 0.759 | 0.747 | 0.457 | 0.870 | 0.712 | 0.730 | 0.521 |
F1 | 0.843 | 0.758 | 0.748 | 0.469 | 0.855 | 0.713 | 0.733 | 0.528 |
Micro F1 | 0.826 | 0.750 | 0.741 | 0.462 | 0.837 | 0.711 | 0.728 | 0.516 |
Macro F1 | 0.638 | 0.435 | 0.426 | 0.212 | 0.741 | 0.410 | 0.427 | 0.346 |
HL | 0.029 | 0.041 | 0.042 | 0.086 | 0.028 | 0.047 | 0.044 | 0.078 |