Table 3.
Top ranked features by number of pairwise discriminative successes based on Gini score analysis.
Rank | Feature | Sequence | Class | No. successes | Rate (%) |
---|---|---|---|---|---|
1 | Maximum2DDiameterSlice | HASTE | Shape | 120 | 100.0 |
2 | Maximum2DDiameterSlice | T2w TSE | Shape | 114 | 95.0 |
2 | Maximum2DDiameterSlice | T2 map | Shape | 114 | 95.0 |
4 | MajorAxisLength | HASTE | Shape | 112 | 93.3 |
5 | DependenceNonUniformityNormalized | T2 map | Gldm | 111 | 92.5 |
6 | Maximum3DDiameter | T2w TSE | Shape | 110 | 91.7 |
6 | Maximum2DDiameterRow | T2w TSE | Shape | 110 | 91.7 |
6 | Maximum2DDiameterSlice | FLAIR | Shape | 110 | 91.7 |
6 | Maximum2DDiameterRow | FLAIR | Shape | 110 | 91.7 |
6 | Median | T2 map | Firstorder | 110 | 91.7 |
11 | MajorAxisLength | T2 map | Shape | 109 | 90.8 |
11 | RunPercentage | T2 map | glrlm | 109 | 90.8 |
11 | Maximum2DDiameterSlice | T1w TSE | Shape | 109 | 90.8 |
11 | Idm | T2 map | glcm | 109 | 90.8 |
11 | RunPercentage | FLAIR | glrlm | 109 | 90.8 |
11 | Id | T2 map | glcm | 109 | 90.8 |
11 | Maximum2DDiameterColumn | T2w TSE | Shape | 109 | 90.8 |