Table 6.

Dice, precision, recall and relative overlap (means and standard deviations computed over 10 rounds) are reported for RUSBoost, Adaboost, RF and FreeSurfer v.5.1 segmentations on DB2 MRI data set

	Dice	Precision	Recall	R.O.
Left
RUSBoost	0.8670 $\pm$ 0.0305	0.8872 $\pm$ 0.0420	0.8598 $\pm$ 0.0477	0.7664 $\pm$ 0.0454
Adaboost	0.7392 $\pm$ 0.0329	0.7723 $\pm$ 0.0428	0.7140 $\pm$ 0.0598	0.5873 $\pm$ 0.0406
RF	0.8607 $\pm$ 0.0314	0.8801 $\pm$ 0.0422	0.8356 $\pm$ 0.0521	0.7568 $\pm$ 0.0460
FreeSurfer	0.7130 $\pm$ 0.0329	0.7390 $\pm$ 0.0444	0.6930 $\pm$ 0.0553	0.5550 $\pm$ 0.0400
Right
RUSBoost	0.8594 $\pm$ 0.0725	0.8772 $\pm$ 0.0546	0.8501 $\pm$ 0.0940	0.7591 $\pm$ 0.0901
Adaboost	0.6938 $\pm$ 0.0632	0.7388 $\pm$ 0.0693	0.6600 $\pm$ 0.0837	0.5344 $\pm$ 0.0681
RF	0.8485 $\pm$ 0.0755	0.8844 $\pm$ 0.0520	0.8191 $\pm$ 0.0981	0.7428 $\pm$ 0.0927
FreeSurfer	0.7200 $\pm$ 0.0375	0.7540 $\pm$ 0.0478	0.6910 $\pm$ 0.0531	0.5630 $\pm$ 0.0475