Table 5 Ten top features selected by mRMR algorithms for each model
H_DTP | H_Static | H_DTP + Static | Non-H_DTP | Non-H_Static | Non-H_DTP + Static |
|---|---|---|---|---|---|
GLCM_Homogeneity | GLCM_Contrast | DTP GLCM_Energy | GLCM_Homogeneity | GLCM_Dissimilarity | DTP GLCM_Energy |
GLCM_Energy | GLCM_Dissimilarity | DTP GLRLM_LRE | GLCM_Energy | GLRLM_SRE | DTP GLRLM_SRE |
GLCM_Entropy_log2 | GLRLM_SRHGE | DTP GLRLM_RP | GLCM_Entropy_log2 | GLRLM_RLNU | DTP GLRLM_LRE |
GLCM_Entropy | GLRLM_RLNU | DTP Uniformity | GLCM_Entropy | GLZLM_SZHGE | DTP GLRLM_RP |
GLRLM_SRE | GLZLM_LZE | DTP Conventional_Skewness | GLRLM_SRE | Uniformity | DTP Shape_Surface |
GLRLM_LRE | GLZLM_SZHGE | Static GLCM_Contrast | GLRLM_LRE | Conventional_std | DTP Conventional_Kurtosis |
GLRLM_RP | Conventional_std | Static GLRLM_RLNU | GLRLM_RP | Conventional Skewness | DTP Uniformity |
Shape_Surface | Conventional Skewness | Static GLZLM_LZE | SHAPE_Surface | Discretized_Q3 | Static GLCM_Dissimilarity |
Conventional Skewness | Discretized_std | Static Discretized_std | Conventional Kurtosis | Discretized_std | Static GLRLM_RLNU |
Uniformity | Discretized Skewness | Static Discretized_Skewness | Uniformity | Discretized Skewness | Static Discretized_Skewness |