Table 3.

Summary of the ROC (Receiver Operator Characteristic) analysis details for samples 0–4 years old.

Methods	AUC	Sensitivity	Specificity	PPV	NPV	p-Value
Sparse Logistic Regression	0.89 (0.79–0.99)	0.74 (0.51–0.9)	0.88 (0.63–0.99)	0.89	0.71	4.368 × 10−6
Random Forest	0.86 (0.74–0.98)	0.78 (0.56–0.92)	0.82 (0.56–0.96)	0.86	0.74	6.690 × 10−5
Gaussian Process	0.88 (0.76–1)	0.87 (0.66–0.97)	0.82 (0.56–0.96)	0.87	0.82	7.187 × 10−6
Support Vector Machine	0.88 (0.77–0.99)	0.74 (0.51–0.9)	0.94 (0.71–0.99)	0.94	0.73	7.189 × 10−6