From: Taxonomy-aware feature engineering for microbiome classification
 | BL | HFE | |||||||
---|---|---|---|---|---|---|---|---|---|
AUC | P | R | F | AUC | P | R | F | ||
DT | Score | 0.635 | 0.621 | 0.621 | 0.620 | 0.678 | 0.707 | 0.676 | 0.675 |
std. | 0.130 | 0.150 | 0.170 | 0.130 | 0.103 | 0.105 | 0.105 | 0.096 | |
NB | Score | 0.686 | 0.678 | 0.676 | 0.674 | 0.721 | 0.715 | 0.704 | 0.705 |
std. | 0.110 | 0.130 | 0.150 | 0.110 | 0.116 | 0.113 | 0.102 | 0.103 | |
RF | Score | 0.770 | 0.677 | 0.676 | 0.675 | 0.795 | 0.728 | 0.709 | 0.706 |
std. | 0.110 | 0.130 | 0.150 | 0.100 | 0.143 | 0.125 | 0.107 | 0.111 | |
Features | Â | count: 18,170 | count: 97 std.:12.328 |