Feat group | Feature name | w | r (dense) | r (no dense) | Can Cor | PD FOR PRES dense | PD FOR PROC dense | PD FOR PRES no-dense | PD FOR PROC no-dense |
---|---|---|---|---|---|---|---|---|---|
1st or | 10 percentile | 0.99 | 1.00 | 1.00 | − 0.21 | − 0.16 | − 0.15 | − 0.17 | |
90 percentile | 0.99 | 1.00 | 1.00 | − 0.21 | − 0.11 | − 0.16 | − 0.15 | ||
Energy | 1.00 | 1.00 | 1.00 | 0.51 | 0.54 | − 0.45 | − 0.45 | ||
Entropy | 0.57 | 0.64 | 0.71 | 0.13 | 0.55 | 0.25 | 0.39 | ||
Interquartile Range | 0.50 | 0.30 | 0.50 | 0.17 | 0.71 | − 0.24 | 0.36 | ||
Kurtosis | 0.57 | 0.92 | 0.92 | − 0.37 | − 0.62 | (a) | − 0.15 | ||
Maximum | 0.78 | 0.57 | 0.84 | − 0.20 | − 0.12 | − 0.35 | − 0.15 | ||
Mean Absolute Deviation | 0.47 | 0.61 | 0.76 | (a) | 0.66 | − 0.15 | 0.13 | ||
Mean | 0.99 | 1.00 | 1.00 | − 0.21 | − 0.13 | − 0.17 | − 0.17 | ||
Median | 1.00 | 1.00 | 1.00 | − 0.20 | − 0.13 | − 0.17 | − 0.18 | ||
Minimum | 0.97 | – | 0.98 | − 0.24 | − 0.16 | – | – | ||
Range | 0.59 | 0.57 | 0.80 | (a) | 0.42 | − 0.35 | − 0.15 | ||
Robust Mean Absolute Deviation | 0.49 | 0.29 | 0.52 | 0.15 | 0.71 | − 0.26 | 0.28 | ||
Root mean squared | 0.99 | 1.00 | 1.00 | − 0.21 | − 0.13 | − 0.16 | − 0.17 | ||
Skewness | (a) | 0.64 | 0.92 | 0.92 | − 0.49 | − 0.58 | (a) | 0.13 | |
Total energy | 1.00 | 1.00 | 1.00 | 0.51 | 0.54 | − 0.45 | − 0.45 | ||
Uniformity | 0.55 | 0.61 | 0.74 | − 0.16 | − 0.59 | − 0.23 | − 0.45 | ||
Variance | 0.44 | 0.94 | 0.99 | (a) | 0.60 | (a) | 0.08 | ||
glcm | Autocorrelation | 0.51 | 0.40 | 0.55 | 0.31 | 0.36 | 0.21 | − 0.31 | |
Cluster Prominence | 0.39 | 0.71 | 0.53 | − 0.16 | 0.35 | 0.18 | 0.06 | ||
Cluster Shade | 0.40 | 0.57 | 0.50 | − 0.37 | (a) | − 0.15 | − 0.06 | ||
Cluster tendency | 0.50 | 0.68 | 0.70 | (a) | 0.48 | 0.21 | 0.14 | ||
Contrast | 0.69 | 0.69 | 0.80 | − 0.15 | − 0.44 | 0.39 | 0.32 | ||
Correlation | 0.63 | 0.77 | 0.73 | 0.34 | 0.66 | − 0.35 | − 0.26 | ||
Difference average | 0.71 | 0.73 | 0.77 | − 0.11 | − 0.39 | 0.37 | 0.48 | ||
Difference entropy | 0.71 | 0.75 | 0.79 | − 0.12 | − 0.39 | 0.35 | 0.50 | ||
Difference variance | 0.68 | 0.76 | 0.85 | − 0.21 | − 0.51 | 0.40 | 0.30 | ||
Inverse Difference (ID) | (a) | 0.72 | 0.72 | 0.78 | (a) | 0.36 | − 0.32 | − 0.47 | |
Inverse Difference Moment (IDM) | (a) | 0.72 | 0.72 | 0.78 | (a) | 0.36 | − 0.31 | − 0.47 | |
Inverse Difference Moment Normalized (IDMN) | 0.70 | 0.70 | 0.79 | 0.14 | 0.43 | − 0.39 | − 0.33 | ||
Inverse Difference Normalized (IDN) | 0.71 | 0.74 | 0.77 | (a) | 0.38 | − 0.36 | − 0.49 | ||
Informational Measure of Correlation (IMC) 1 | 0.66 | 0.67 | 0.70 | − 0.30 | − 0.65 | 0.38 | 0.48 | ||
Informational Measure of Correlation (IMC) 2 | 0.65 | 0.70 | 0.68 | 0.32 | 0.67 | − 0.31 | − 0.12 | ||
Inverse Variance | (a) | 0.72 | (a) | 0.78 | (a) | 0.35 | − 0.31 | − 0.10 | |
Joint Average | 0.47 | 0.42 | 0.58 | 0.32 | 0.29 | 0.21 | − 0.29 | ||
Joint Energy | 0.66 | 0.64 | 0.75 | (a) | − 0.28 | − 0.28 | − 0.49 | ||
Joint Entropy | 0.69 | 0.68 | 0.79 | (a) | 0.17 | 0.30 | 0.46 | ||
Maximal Correlation Coefficient (MCC) | 0.48 | 0.73 | 0.75 | (a) | 0.60 | − 0.43 | − 0.61 | ||
Maximum Probability | (a) | 0.60 | 0.61 | 0.75 | − 0.12 | − 0.36 | − 0.30 | − 0.49 | |
Sum Average | 0.47 | 0.42 | 0.58 | 0.32 | 0.29 | 0.21 | − 0.29 | ||
Sum entropy | 0.59 | 0.64 | 0.71 | 0.15 | 0.54 | 0.24 | 0.40 | ||
Sum squares | 0.49 | 0.66 | 0.66 | (a) | 0.44 | 0.25 | 0.16 | ||
glszm | Gray Level Non Uniformity | 0.88 | 0.89 | 0.92 | 0.72 | 0.50 | − 0.56 | − 0.62 | |
Gray Level Non Uniformity Normalized | 0.54 | 0.65 | 0.72 | − 0.15 | − 0.59 | − 0.29 | − 0.52 | ||
Gray Level Variance | 0.46 | 0.64 | 0.72 | (a) | 0.46 | 0.39 | 0.43 | ||
High Gray Level Zone Emphasis | 0.52 | 0.29 | 0.49 | 0.30 | 0.40 | 0.21 | − 0.43 | ||
Large Area Emphasis | 0.74 | 0.22 | 0.44 | 0.16 | 0.40 | − 0.18 | − 0.51 | ||
Large Area High Gray Level Emphasis | 0.71 | 0.74 | 0.60 | 0.56 | 0.60 | − 0.17 | − 0.50 | ||
Large Area Low Gray Level Emphasis | 0.43 | 0.88 | 0.96 | − 0.15 | 0.16 | (a) | − 0.17 | ||
Low Gray Level Zone Emphasis | 0.25 | 0.72 | 0.65 | − 0.35 | (a) | − 0.13 | − 0.04 | ||
Size Zone Non Uniformity | 0.89 | 0.74 | 0.90 | 0.64 | 0.71 | − 0.29 | − 0.41 | ||
Size Zone Non Uniformity Normalized | 0.75 | − 0.38 | 0.78 | − 0.18 | − 0.39 | 0.17 | − 0.49 | ||
Small Area Emphasis | 0.75 | − 0.37 | 0.78 | − 0.18 | − 0.39 | 0.17 | − 0.49 | ||
Small Area High Gray Level Emphasis | 0.52 | 0.18 | 0.50 | 0.25 | 0.33 | 0.22 | − 0.47 | ||
Small Area Low Gray Level Emphasis | 0.22 | 0.40 | 0.29 | − 0.40 | − 0.15 | − 0.21 | − 0.29 | ||
Zone Entropy | (a) | 0.73 | 0.28 | 0.75 | 0.40 | 0.66 | 0.12 | 0.52 | |
Zone Percentage | 0.75 | 0.68 | 0.79 | − 0.16 | − 0.39 | 0.22 | 0.24 | ||
Zone Variance | 0.74 | 0.20 | 0.43 | 0.15 | 0.40 | − 0.17 | − 0.51 | ||
glrlm | Gray Level Non Uniformity | 0.89 | 0.88 | 0.89 | 0.66 | 0.50 | − 0.61 | − 0.62 | |
Gray Level Non Uniformity Normalized | 0.55 | 0.62 | 0.74 | − 0.16 | − 0.59 | − 0.24 | − 0.49 | ||
Gray Level Variance | 0.49 | 0.53 | 0.66 | (a) | 0.47 | 0.36 | 0.28 | ||
High Gray Level Run Emphasis | 0.52 | 0.37 | 0.52 | 0.31 | 0.39 | 0.21 | − 0.36 | ||
Long Run Emphasis | 0.74 | 0.63 | 0.75 | 0.15 | 0.39 | − 0.26 | − 0.33 | ||
Long Run High Gray Level Emphasis | (a) | 0.50 | 0.68 | 0.84 | 0.36 | 0.47 | (a) | − 0.32 | |
Long Run Low Gray Level Emphasis | (a) | 0.29 | 0.98 | 0.96 | − 0.29 | (a) | (a) | − 0.02 | |
Low Gray Level Run Emphasis | 0.24 | 0.78 | 0.75 | − 0.34 | (a) | 0.43 | 0.33 | ||
Run Entropy | 0.60 | 0.66 | 0.71 | 0.23 | 0.61 | 0.20 | 0.20 | ||
Run Length Non Uniformity | 0.98 | 0.71 | 0.98 | 0.79 | 0.80 | − 0.47 | − 0.24 | ||
Run Length Non Uniformity Normalized | 0.75 | 0.68 | 0.80 | − 0.16 | − 0.39 | 0.21 | 0.26 | ||
Run Percentage | 0.75 | 0.69 | 0.79 | − 0.16 | − 0.39 | 0.21 | 0.31 | ||
Run Variance | 0.74 | 0.55 | 0.73 | 0.15 | 0.39 | − 0.26 | − 0.34 | ||
Short Run Emphasis | 0.75 | 0.68 | 0.79 | − 0.16 | − 0.39 | 0.21 | 0.24 | ||
Short Run High Gray Level Emphasis | 0.52 | 0.18 | 0.48 | 0.29 | 0.37 | 0.23 | − 0.02 | ||
Short Run Low Gray Level Emphasis | 0.23 | 0.70 | 0.62 | − 0.36 | (a) | 0.28 | 0.16 |