Table 3.
List of the most relevant 11 pixelwise features. The features’ relevance was determined by computing a permutation test on the out-of-bag samples. The most relevant features were selected, discarding the noninformative ones, i.e., those that when included in the classification did not provide any increase in its performance.
Feature | Region | Feature |
---|---|---|
1 | Synovia | mean BFI |
2 | Synovia | SD peak |
3 | Synovia | SD BFI |
4 | Synovia | 75th percentile |
5 | Synovia | Mean |
6 | Synovia | Mean BVI |
7 | Perisynovia | Mean |
8 | Perisynovia | Mean peak |
9 | Synovia | SD |
10 | Perisynovia | SD |
11 | Synovia | Mean peak |