Table 2 Feature importance
Feature | Importance |
|---|---|
wavelet-HHH_firstorder_RootMeanSquared | 0.007136 |
log-sigma-2-0-mm-3D_firstorder_RootMeanSquared | 0.006829 |
wavelet-HHL_glcm_InverseVariance | 0.006782 |
wavelet-HHL_glcm_Idn | 0.006155 |
wavelet-HHL_firstorder_Variance | 0.005531 |
wavelet-HHL_glszm_SmallAreaHighGrayLevelEmphasis | 0.00533 |
wavelet-HHL_glcm_InverseVariance | 0.005291 |
wavelet-HHL_glcm_Imc1 | 0.005072 |
wavelet-HHL_glrlm_LongRunLowGrayLevelEmphasis | 0.005063 |
wavelet-HHL_glcm_Idmn | 0.004948 |
wavelet-HHL_glrlm_GrayLevelVariance | 0.004713 |
wavelet-HHL_glszm_LargeAreaLowGrayLevelEmphasis | 0.004235 |
wavelet-HHL_glcm_Idm | 0.004189 |
wavelet-HHL_glrlm_ShortRunHighGrayLevelEmphasis | 0.004122 |
wavelet-LLL_glrlm_LongRunHighGrayLevelEmphasis | 0.003965 |
wavelet-HLH_glcm_JointEnergy | 0.003955 |
wavelet-HHL_gldm_LargeDependenceEmphasis | 0.003925 |
original_glszm_ZoneVariance | 0.003886 |
log-sigma-2-0-mm-3D_glcm_ClusterProminence | 0.003725 |
wavelet-HHL_firstorder_Median | 0.003717 |
wavelet-HHL_gldm_SmallDependenceHighGrayLevelEmphasis | 0.003683 |
wavelet-HHL_glrlm_LongRunHighGrayLevelEmphasis | 0.003615 |
wavelet-HHL_glcm_DifferenceVariance | 0.003579 |
log-sigma-4-0-mm-3D_glszm_GrayLevelNonUniformity | 0.003525 |
wavelet-LLH_firstorder_RootMeanSquared | 0.003449 |
wavelet-LLL_glszm_SizeZoneNonUniformityNormalized | 0.003391 |
wavelet-HLL_glszm_GrayLevelVariance | 0.003327 |
log-sigma-4-0-mm-3D_glrlm_ShortRunEmphasis | 0.003289 |