Assessing Predictive Ability of Dynamic Time Warping Functional Connectivity for ASD Classification

Table 3

Results from CV assessments of model performances with the PC-measured fcMRI data.

Method (PC)	Accuracy	Specificity	Sensitivity
Nested 5-fold CV
SVM-Linear	0.60	0.57	0.63
SVM-Linear (PCA)	0.58	0.57	0.59
SVM-Radial	0.57	0.52	0.61
SVM-Radial (PCA)	0.56	0.48	0.64
L1-SVM	0.59	0.55	0.62
L1-SVM (PCA)	0.60	0.61	0.59
15-fold CV
RF	0.56	0.52	0.61
RF (PCA)	0.54	0.40	0.68