Rank | Relief-F | Pearson correlation coefficient | Neighbourhood component analysis | Term variance | ||||
---|---|---|---|---|---|---|---|---|
Index | Feature name | Index | Feature name | Index | Feature name | Index | Feature name | |
1 | F99 | FD26 | F86 | FD13 | F1 | ASM | F45 | Stheta |
2 | F53 | Euler number | F99 | FD26 | F2 | Contrast | F44 | Sr |
3 | F55 | Solidity | F87 | FD14 | F3 | Correlation | F51 | Convex area |
4 | F56 | Extent | F82 | FD9 | F4 | Sum squares | F52 | Filled area |
5 | F4 | Sum squares | F83 | FD10 | F5 | Inverse diff moment | F46 | Area |
6 | F20 | Mean | F85 | FD12 | F6 | Sum average | F57 | Perimeter |
7 | F87 | FD14 | F53 | Euler number | F7 | Sum variance | F48 | Minor axis length |
8 | F6 | Sum average | F92 | FD19 | F8 | Sum entropy | F47 | Major axis length |
9 | F7 | Sum variance | F84 | FD11 | F9 | Entropy | F54 | Equiv diameter |
10 | F86 | FD13 | F95 | FD22 | F10 | Diff variance | F21 | Variance |
11 | F66 | ZM3–1 | F90 | FD17 | F11 | Diff entropy | F53 | Euler number |
12 | F67 | ZM31 | F33 | SL | F12 | Info measure1 | F50 | Orientation |
13 | F26 | Periodicity | F74 | FD1 | F13 | Info measure2 | F7 | Sum variance |
14 | F82 | FD9 | F97 | FD24 | F14 | Max Corr. Coff | F20 | Mean |
15 | F43 | H2 | F98 | FD25 | F15 | Homogeneity | F24 | Coarseness |
16 | F21 | Variance | F124 | FD51 | F16 | Contrast | F4 | Sum squares |
17 | F22 | Skewness | F79 | FD6 | F17 | Mean | F16 | Contrast |
18 | F25 | Contrast | F43 | H2 | F18 | Energy | F25 | Contrast |
19 | F8 | Sum entropy | F81 | FD8 | F19 | Entropy | F6 | Sum average |
20 | F9 | Entropy | F80 | FD7 | F20 | Mean | F23 | Kurtosis |