Table 2:

Individual SVM classification of PD based on DTI FA TBSS

17 PD, 23 Other: Chance Rate of Classification Accuracy, 57.5% (23/40)^a
No. of Features	Accuracy	TP Rate	FP Rate	TN Rate	FN Rate
100	97.50 (7.54)	0.94 (0.19)	0.00 (0.00)	1.00 (0.00)	0.06 (0.19)
250	95.50 (10.29)	0.90 (0.25)	0.00 (0.00)	1.00 (0.00)	0.11 (0.25)
500	96.25 (9.65)	0.91 (0.24)	0.00 (0.00)	1.00 (0.00)	0.09 (0.24)
750	97.25 (7.86)	0.94 (0.20)	0.00 (0.00)	1.00 (0.00)	0.07 (0.20)
1000	96.25 (9.65)	0.92 (0.23)	0.00 (0.00)	1.00 (0.00)	0.09 (0.23)

Note:—TP indicates true-positive; FP, false-positive; TN, true-negative; FN, false-negative.
↵a Accuracy, TP, FP, TN, and FN rates for individual classifications using an SVM classifier with the indicated number of selected features for the individual classification of PD versus Other. Note that the accuracy is calculated as the average accuracy of 10 repetitions using 10-fold cross-validation (average and SD).