Table 3.

Assessment of the Random forest classifiers.

Classifier	Biomarker NO.	Accuracy	Sensitivity	Specificity	Precision	F1 score	AUC
Group H vs Group O	13	0.65	0.51	0.76	0.60	0.54	0.68
Group H vs Group OA	47	0.70	0.53	0.80	0.62	0.56	0.76
Group H vs Group O1	23	0.68	0.72	0.64	0.67	0.69	0.77
Group H vs Group O2	17	0.73	0.66	0.79	0.71	0.67	0.76
Group H vs Group O3	11	0.62	0.74	0.46	0.65	0.69	0.68
Group H vs Group O1-2	10	0.70	0.65	0.74	0.67	0.65	0.74
Group H vs Group O2-3	20	0.72	0.80	0.58	0.77	0.77	0.76
Group O vs Group OA	24	0.51	0.45	0.57	0.48	0.46	0.57
Group O vs Group O1	44	0.59	0.75	0.35	0.63	0.68	0.61
Group O vs Group O2	15	0.61	0.61	0.61	0.62	0.61	0.65
Group O vs Group O3	19	0.64	0.80	0.32	0.70	0.74	0.63
Group O vs Group O1-2	19	0.56	0.64	0.46	0.59	0.61	0.59
Group O vs Group O2-3	42	0.71	0.90	0.27	0.74	0.81	0.66