Table 4 The performance of random forest classifier measured by AUROC.
From: Metagenomic analysis of bacterial species in tongue microbiome of current and never smokers
Input | Species | Mean | Stdev |
|---|---|---|---|
relative_abundances | – | 0.7453 | 0.0971 |
snv | Actinomyces_graevenitzii_58300 | 0.7396 | 0.2034 |
snv | Megasphaera_micronuciformis_62167 | 0.6631 | 0.1182 |
snv | Rothia_mucilaginosa_62109 | 0.7467 | 0.204 |
snv | Veillonella_dispar_61763 | 0.9132 | 0.0773 |
snv | Veillonella_sp_62404 | 0.8238 | 0.0984 |
Gene | Actinomyces_graevenitzii_58300 | 0.8012 | 0.1283 |
Gene | Megasphaera_micronuciformis_62167 | 0.6554 | 0.1977 |
Gene | Rothia_mucilaginosa_62109 | 0.6842 | 0.0939 |
Gene | Veillonella_dispar_61763 | 0.9298 | 0.0596 |
Gene | Veillonella_sp_62404 | 0.8174 | 0.1069 |
