Table 5 Comparison of Correlation Coefficients between Standard Features and FFS-Selected Features
From: Fractal feature selection model for enhancing high-dimensional biological problems
C | Fullset | FFS | ||||
|---|---|---|---|---|---|---|
F-F | F-L | O-F | F-F | F-L | O-F | |
ALLAML | 0.399 |  − 0.163 | 0.281 | 0.681 |  − 0.598 | 0.6395 |
COLON | 0.382 |  − 0.145 | 0.263 | 0.576 |  − 0.47 | 0.523 |
Lung_discrete | 0.122 | 0.184 | 0.153 | 0.556 | 0.419 | 0.4875 |
Lung | 0.36 | 0.167 | 0.263 | 0.494 | 0.324 | 0.409 |
Lymphoma | 0.281 |  − 0.118 | 0.2 | 0.402 | 0.317 | 0.3595 |
TOX_171 | 0.119 | 0.143 | 0.131 | 0.612 | 0.547 | 0.5795 |
WarpPIE10P | 0.236 |  − 0.148 | 0.192 | 0.454 |  − 0.273 | 0.3635 |
Orlraws10P | 0.185 | 0.02 | 0.103 | 0.685 | 0.486 | 0.5855 |
CLL_SUB_111 | 0.381 | 0.259 | 0.32 | 0.412 | 0.383 | 0.3975 |
GLI_85 | 0.401 | 0.182 | 0.292 | 0.684 | 0.484 | 0.584 |