Table 4.
Feature Selection and number of features
| Drug | DEG | Limma | BC | BS | BS Hist |
|---|---|---|---|---|---|
| BLM | 5216.5; 4414; 6314 | 18.2; 11; 32 | 2.5; 0; 6 | 178.3; 117; 298 | 8.7; 6; 15 |
| BTZ | 11522.2; 10087; 12191 | 233.3; 124; 414 | 93.3; 52; 132 | 1626.5; 1208; 1888 | 442.5; 820; 144 |
| CIS | 2354.8; 1835; 2890 | NA | NA | 20.5; 11; 32 | 188.8; 103; 329 |
| CYT | 12954; 8675; 16,844 | 371.8; 123; 826 | 174.5; 12; 414 | 2063.1; 714; 3704 | 571.8; 104; 1374 |
| DTX | 15292; 13054; 16938 | 330.5; 127; 549 | 398.8; 147; 625 | 2979.8; 1958; 3718 | 794.7; 585; 955 |
| DOX | 4983.3; 4469; 5368 | 12.8; 8; 18 | 2.5; 0; 6 | 167.8; 145; 201 | 27.5; 50; 13 |
| ETP | 11271.5; 10707; 12744 | 178.7; 91; 284 | 45.8; 32; 63 | 1254; 1024; 1720 | 146.8; 22; 269 |
| GEM | 5728.7; 4099; 7423 | 7; 2; 17 | 3.2; 1; 8 | 185.2; 82; 342 | 34.2; 5; 79 |
| MTX | 15727.3; 13692; 18906 | 130; 15; 203 | 398.8; 11; 687 | 3153.5; 2010; 4378 | 2329.3; 2748; 1372 |
| MMC | 6515.8; 4936; 8485 | 30.8; 8; 95 | 6.7;3; 14 | 332.2; 127; 629 | 26.5; 5; 116 |
| PTX | 6175.2; 4997; 7344 | 12; 4; 20 | 4.7; 1; 8 | 295; 465; 162 | 293; 136; 392 |
| VBL | 15207.7; 12488; 17196 | 201.8; 114; 284 | 447.33; 124; 716 | 3094.8; 1830; 4142 | 510; 231; 809 |
| VOR | 29935.2; 29461; 30337 | 5796.7; 4971; 6284 | 8165.2; 7274; 8690 | 15931.3; 14934; 16,448 | 4107; 3213; 5604 |
| SN-38 | 13501.5; 11919; 16510 | 190.8; 108; 424 | 315.3; 153; 738 | 2577.2; 1761; 4286 | 193.5; 28; 149 |
| 5-FU | 16218.8; 14888; 17706 | 236.5; 142; 320 | 333; 208; 480 | 3240.8; 2595; 3928 | 773.7; 550; 1084 |
The number of by feature selection method. Each cell contains the mean, maximum, and minimum number of features (Mean; Minimum; Maximum)