Skip to main content

Table 4 Feature Selection and number of features

From: A systematic analysis of genomics-based modeling approaches for prediction of drug response to cytotoxic chemotherapies

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
  1. The number of by feature selection method. Each cell contains the mean, maximum, and minimum number of features (Mean; Minimum; Maximum)