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. 2021 Jul 9;11:14248. doi: 10.1038/s41598-021-93756-x

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

The 17 top ranked features up to a cut-off value of 109 successes are depicted to pairwise discriminate variant fruits. See supplementary Table 2 (Table D.1) for all features.