Table 2.

Random Forest Model Results

Scoring Metric	Model
Testing set (5-Fold CV)	Genes-Only	Microbes-Only	Genes-and-Microbes
Accuracy	0.94	0.76	0.8
Out-of-Bag Score	0.73	0.74	0.74
F1 Score	0.95	0.79	0.84
ROC AUC Score	0.94	0.75	0.78
Recall Score	0.95	0.8	0.93
Precision Score	0.95	0.78	0.77
Validation Set (30 held-out samples)
Accuracy	0.9	0.7	0.87
F1 Score	0.9	0.76	0.88
ROC AUC Score	0.9	0.76	0.89
Recall Score	0.93	0.64	0.79
Precision Score	0.87	0.93	1