Predicting Metabolic Syndrome Using the Random Forest Method

Table 3

Summary of statistical parameters for MS classification using Random Forest.

	Internal test set (10-fold CV)				External test set
	Acc	Sens	Spec	MCC	Acc	Sens	Spec	MCC
10	97.10	94.28	97.98	0.92	97.99	95.00	98.92	0.94
20	97.94	95.07	98.82	0.94	98.11	94.00	99.38	0.95
30	98.02	94.72	99.04	0.94	97.64	92.00	99.38	0.93
40	98.02	94.81	99.02	0.94	97.76	92.50	99.38	0.94
50	98.02	94.64	99.07	0.94	97.76	92.50	99.38	0.94

10-fold CV: 10-fold cross-validation, Acc: accuracy, Sens: sensitivity, Spec: specificity, and MCC: Matthews correlation coefficient.