Table 5.

Dice, precision, recall and relative overlap are reported for RUSBoost, Adaboost, RF and FreeSurfer v.5.1 analysis on left and right brain hemispheres of the DB1 data set

	Dice	Precision	Recall	R.O.
Left
RUSBoost	0.8797 $\pm$ 0.0053	0.8794 $\pm$ 0.0101	0.8675 $\pm$ 0.0137	0.7801 $\pm$ 0.0065
Adaboost	0.7595 $\pm$ 0.0053	0.7671 $\pm$ 0.0077	0.7615 $\pm$ 0.0085	0.6142 $\pm$ 0.0054
RF	0.8675 $\pm$ 0.0055	0.8926 $\pm$ 0.0057	0.8464 $\pm$ 0.0083	0.7670 $\pm$ 0.0070
FreeSurfer	0.7420 $\pm$ 0.0496	0.6880 $\pm$ 0.0680	0.5550 $\pm$ 0.0531	0.7120 $\pm$ 0.0477
Right
RUSBoost	0.8676 $\pm$ 0.0092	0.8825 $\pm$ 0.0135	0.8571 $\pm$ 0.0144	0.7680 $\pm$ 0.0133
Adaboost	0.7595 $\pm$ 0.0060	0.7671 $\pm$ 0.0077	0.7615 $\pm$ 0.0085	0.6142 $\pm$ 0.0054
RF	0.8602 $\pm$ 0.0124	0.9138 $\pm$ 0.0088	0.8154 $\pm$ 0.0188	0.7571 $\pm$ 0.0179
FreeSurfer	0.7560 $\pm$ 0.0451	0.6850 $\pm$ 0.0743	0.5600 $\pm$ 0.0574	0.7160 $\pm$ 0.0526

Means and standard deviations values, measured over 10 rounds of cross validation, with $m=30$ training brain MR images are shown. The RUSBoost numbers are the same reported in Table I and are reproduced here for consistency