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

Table 2

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

Method (DTW)	Accuracy	Specificity	Sensitivity
Nested 5-fold CV
SVM-Linear	0.57	0.52	0.62
SVM-Linear (PCA)	0.62	0.59	0.65
SVM-Radial	0.56	0.46	0.66
SVM-Radial (PCA)	0.61	0.59	0.63
L1-SVM	0.56	0.53	0.59
L1-SVM (PCA)	0.61	0.59	0.64
15-fold CV
RF	0.61	0.56	0.66
RF (PCA)	0.58	0.48	0.67