Table 3.
Table of SVM classification performance across the 3 different mapping profiles for the scalar values of MD, AD and RD. Values in parenthesis indicate resulting p value from permutation testing.
| MAP | Classification Accuracy (permutation p values) | ||
|---|---|---|---|
|
| |||
| Total | MDD | HC | |
| Whole Brain MD | |||
| All MD | 70 (0.002) | 96 (0.057) | 44 (0.517) |
| Right Hemisphere MD | 68 (.006) | 88 (0.155) | 48 (0.499) |
| Left Hemispher MD | 58 (.095) | 92 (0.132) | 24 (0.693) |
| Whole Brain AD | |||
| All AD | 74 (.001) | 96 (0.048) | 52 (0.472) |
| Right Hemisphere AD | 72 (.001) | 88 (0.089) | 56 (0.447) |
| Left Hemispher AD | 62 (.056) | 88 (0.141) | 36 (0.620) |
| Whole Brain RD | |||
| All RD | 58 (.164) | 80 (0.350) | 36 (0.499) |
| Right Hemisphere RD | 52 (.609) | 84 (0.341) | 20 (0.827) |
| Left Hemispher RD | 52 (.612) | 84 (0.324) | 20 (0.831) |
Table of SVM classification performance across the 3 different mapping profiles for the scalar values of MD, AD and RD. Values in parenthesis indicate resulting p value from permutation testing.