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Parameter settings for random forest classification method in pathology detection.
| GLCM | # of bins per axis = 16 |
| # of directions = 4 | |
| Offset = 2 | |
| Pixel intensity dynamic range = 16 bits | |
| Rnd. fst | # of trees in a forest = 70 |
| % of training set used to build individual trees = 0.6 | |
| GLRLM | # of directions = 4 |
| # of levels = 8 | |
| Misc. | ROI dynamic-range = 16-bits |
| ROI window = 7 × 7 | |
