From: Taxonomy-aware feature engineering for microbiome classification
 |  | CRC1 #Features | CRC2 #Features | CRC1 + 2 #Features | |||
---|---|---|---|---|---|---|---|
 | ML | 110 | 97 | 50 | 28 | 100 | 92 |
F-JMI | DT | 0.555 | 0.561 | 0.526 | 0.594 | 0.580 | 0.612 |
NB | 0.670 | 0.672 | 0.446 | 0.350 | 0.631 | 0.611 | |
RF | 0.737 | 0.749 | 0.574 | 0.418 | 0.688 | 0.632 | |
F-MIM | DT | 0.535 | 0.548 | 0.590 | 0.557 | 0.539 | 0.561 |
NB | 0.632 | 0.588 | 0.578 | 0.422 | 0.611 | 0.637 | |
RF | 0.618 | 0.563 | 0.528 | 0.374 | 0.627 | 0.675 | |
F-mRMR | DT | 0.525 | 0.530 | 0.458 | 0.557 | 0.591 | 0.623 |
NB | 0.553 | 0.544 | 0.615 | 0.614 | 0.562 | 0.559 | |
RF | 0.653 | 0.665 | 0.593 | 0.540 | 0.686 | 0.705 | |
#Features by NPFS | Â | 654 | 167 | 513 | |||
NPFS-MIM | DT | 0.634 | 0.528 | 0.615 | |||
NB | 0.628 | 0.579 | 0.619 | ||||
RF | 0.746 | 0.657 | 0.671 | ||||
#Features by HFE | Â | 97 | 28 | 92 | |||
HFE | DT | 0.680 | 0.660 | 0.590 | |||
NB | 0.750 | 0.583 | 0.731 | ||||
RF | 0.800 | 0.980 | 0.810 |