Table A2.
Mean | SD | Median | Ql | Q3 | Min | Max | |
---|---|---|---|---|---|---|---|
SPECIFICITY | |||||||
AdaB | 0.643 | 0.114 | 0.647 | 0.569 | 0.706 | 0.353 | 0.902 |
Bagg | 0.760 | 0.117 | 0.765 | 0.667 | 0.843 | 0.373 | 0.961 |
LogB | 0.645 | 0.094 | 0.647 | 0.588 | 0.706 | 0.373 | 0.863 |
L2L2SVMd | 0.664 | 0.097 | 0.667 | 0.608 | 0.745 | 0.431 | 0.902 |
L2L2SVMp | 0.660 | 0.090 | 0.667 | 0.588 | 0.725 | 0.451 | 0.902 |
L2L1SVMd | 0.665 | 0.097 | 0.657 | 0.608 | 0.745 | 0.431 | 0.902 |
L1L2SVM | 0.647 | 0.085 | 0.647 | 0.588 | 0.706 | 0.451 | 0.843 |
L1logR | 0.665 | 0.093 | 0.667 | 0.608 | 0.745 | 0.451 | 0.902 |
L2logRd | 0.647 | 0.094 | 0.647 | 0.588 | 0.706 | 0.412 | 0.902 |
L2logR | 0.649 | 0.094 | 0.647 | 0.588 | 0.706 | 0.412 | 0.902 |
SENSITIVITY | |||||||
AdaB | 0.528 | 0.166 | 0.519 | 0.423 | 0.625 | 0.115 | 0.923 |
Bagg | 0.411 | 0.188 | 0.385 | 0.269 | 0.538 | 0.038 | 0.846 |
LogB | 0.524 | 0.153 | 0.538 | 0.423 | 0.615 | 0.192 | 0.885 |
L2L2SVMd | 0.656 | 0.123 | 0.654 | 0.577 | 0.769 | 0.308 | 0.885 |
L2L2SVMp | 0.660 | 0.117 | 0.673 | 0.577 | 0.731 | 0.346 | 0.923 |
L2L1SVMd | 0.655 | 0.122 | 0.654 | 0.577 | 0.769 | 0.308 | 0.885 |
L1L2SVM | 0.601 | 0.138 | 0.615 | 0.538 | 0.692 | 0.192 | 0.923 |
L1logR | 0.622 | 0.133 | 0.615 | 0.538 | 0.731 | 0.269 | 0.885 |
L2logRd | 0.693 | 0.117 | 0.692 | 0.615 | 0.769 | 0.423 | 0.962 |
L2logR | 0.689 | 0.117 | 0.692 | 0.615 | 0.769 | 0.423 | 0.962 |
SCORE | |||||||
AdaB | 0.586 | 0.059 | 0.588 | 0.542 | 0.631 | 0.447 | 0.729 |
Bagg | 0.585 | 0.071 | 0.585 | 0.535 | 0.642 | 0.429 | 0.727 |
LogB | 0.584 | 0.072 | 0.589 | 0.544 | 0.631 | 0.399 | 0.737 |
L2L2SVMd | 0.660 | 0.059 | 0.665 | 0.631 | 0.693 | 0.438 | 0.815 |
L2L2SVMp | 0.660 | 0.059 | 0.669 | 0.629 | 0.689 | 0.438 | 0.844 |
L2L1SVMd | 0.660 | 0.059 | 0.669 | 0.631 | 0.693 | 0.438 | 0.815 |
L1L2SVM | 0.624 | 0.065 | 0.631 | 0.592 | 0.670 | 0.449 | 0.757 |
L1logR | 0.643 | 0.060 | 0.651 | 0.602 | 0.689 | 0.468 | 0.748 |
L2logRd | 0.670 | 0.056 | 0.670 | 0.641 | 0.708 | 0.515 | 0.834 |
L2logR | 0.669 | 0.057 | 0.674 | 0.640 | 0.699 | 0.476 | 0.834 |