From: Taxonomy-aware feature engineering for microbiome classification
 | BL | HFE | |||||||
---|---|---|---|---|---|---|---|---|---|
AUC | P | R | F | AUC | P | R | F | ||
DT | Score | 0.630 | 0.625 | 0.625 | 0.625 | 0.588 | 0.600 | 0.561 | 0.566 |
std. | 0.110 | 0.100 | 0.140 | 0.100 | 0.108 | 0.116 | 0.115 | 0.115 | |
NB | Score | 0.647 | 0.655 | 0.657 | 0.654 | 0.731 | 0.701 | 0.654 | 0.657 |
std. | 0.100 | 0.090 | 0.140 | 0.090 | 0.164 | 0.132 | 0.113 | 0.113 | |
RF | Score | 0.736 | 0.670 | 0.667 | 0.654 | 0.809 | 0.753 | 0.737 | 0.738 |
std. | 0.110 | 0.080 | 0.110 | 0.080 | 0.074 | 0.090 | 0.091 | 0.092 | |
Features | Â | count: 19,009 | count: 92 mean: 96 std.: 6.633 |