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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)