Table 2 Dataset details and complexity metrics [37]
From: Fractal feature selection model for enhancing high-dimensional biological problems
Dataset name | Data details | O | ||||
|---|---|---|---|---|---|---|
field | Type | Instance | Features | Class | ||
ALLAML | Biological | Discrete | 72 | 7129 | 2 | 99.014 |
COLON | Biological | Discrete | 62 | 2000 | 2 | 64.516 |
Lung_discrete | Biological | Discrete | 73 | 325 | 7 | 31.164 |
Lung | Biological | Continuous | 203 | 3312 | 5 | 81.576 |
Lymphoma | Biological | Discrete | 72 | 7070 | 2 | 196.389 |
TOX_171 | Biological | Continuous | 171 | 5748 | 4 | 134.456 |
WarpPIE10P | Image | Continuous | 210 | 2420 | 10 | 115.238 |
Orlraws10P | Image | Continuous | 100 | 10,304 | 10 | 1030.4 |
CLL_SUB_111 | Biological | Continuous | 111 | 11,340 | 3 | 306.487 |
GLI_85 | Biological | Continuous | 85 | 22,283 | 2 | 524.306 |