khan

Microarray gene expression dataset from Khan et al., 2001. Subset of 306 genes.

Bundled with dendextend · exported, loads via data()

Class

list

Elements

Missing

Format

rda · bzip2

version 2 · 112 KB

File

data/khan.rda

Fingerprint

ad4e9325

About this object

The container everything else is built on. What matters about a stored list is usually what is inside it, since a list of three elements can hold thousands of rows. R object catalogue

Structure

Distinct

Nesting depth

Element length

8 – 306

Total length

556

Nested rows

918

Nested columns

Nested schema

varies between elements

Elements

Element

Type

Distinct

Missing

Summary

train

list

numeric·306 rows nested

Element class

numeric

Element length

306 – 306

Total length

19,584

Nested rows

306

What is inside it

Element

Type

Distinct

Missing

Summary

EWS.T1

numeric

303

0.0493 – 4.2285mean 0.7896

Min.

0.0493

1st Qu.

0.2222

Median

0.4176

Mean

0.7896

3rd Qu.

0.8402

Max.

4.2285

Std. dev

0.9383

Skewness

2.062

Kurtosis

3.487

Outliers

380 low · 38 high

EWS.T2

numeric

304

0.0646 – 6.5933mean 0.8284

Min.

0.0646

1st Qu.

0.2659

Median

0.4948

Mean

0.8284

3rd Qu.

0.9531

Max.

6.5933

Std. dev

0.9756

Skewness

2.96

Kurtosis

10.88

Outliers

280 low · 28 high

EWS.T3

numeric

300

0.0916 – 5.4433mean 0.9393

Min.

0.0916

1st Qu.

0.262

Median

0.4876

Mean

0.9393

3rd Qu.

1.0131

Max.

5.4433

Std. dev

1.1486

Skewness

2.193

Kurtosis

4.237

Outliers

370 low · 37 high

EWS.T4

numeric

304

0.0725 – 9.5846mean 0.996

Min.

0.0725

1st Qu.

0.2664

Median

0.437

Mean

0.996

3rd Qu.

0.9912

Max.

9.5846

Std. dev

1.3977

Skewness

3.014

Kurtosis

10.86

Outliers

380 low · 38 high

EWS.T6

numeric

303

0.0707 – 5.4848mean 1.02

Min.

0.0707

1st Qu.

0.3183

Median

0.5544

Mean

1.0205

3rd Qu.

1.4116

Max.

5.4848

Std. dev

1.1156

Skewness

2.033

Kurtosis

3.772

Outliers

230 low · 23 high

EWS.T7

numeric

303

0.058 – 7.1461mean 0.9515

Min.

0.058

1st Qu.

0.2896

Median

0.4785

Mean

0.9515

3rd Qu.

1.0385

Max.

7.1461

Std. dev

1.2018

Skewness

2.535

Kurtosis

6.7

Outliers

350 low · 35 high

EWS.T9

numeric

304

0.1209 – 7.322mean 0.9946

Min.

0.1209

1st Qu.

0.39

Median

0.5724

Mean

0.9946

3rd Qu.

1.0054

Max.

7.322

Std. dev

1.1485

Skewness

2.938

Kurtosis

9.817

Outliers

350 low · 35 high

EWS.T11

numeric

301

0.1013 – 7.6821mean 0.9745

Min.

0.1013

1st Qu.

0.28

Median

0.4372

Mean

0.9745

3rd Qu.

0.903

Max.

7.6821

Std. dev

1.3711

Skewness

2.818

Kurtosis

8.053

Outliers

420 low · 42 high

EWS.T12

numeric

300

0.0404 – 8.8089mean 0.9582

Min.

0.0404

1st Qu.

0.1852

Median

0.3846

Mean

0.9582

3rd Qu.

0.8538

Max.

8.8089

Std. dev

1.5742

Skewness

3.128

Kurtosis

10.04

Outliers

390 low · 39 high

EWS.T13

numeric

299

0.0585 – 19.277mean 1.252

Min.

0.0585

1st Qu.

0.3129

Median

0.5671

Mean

1.2524

3rd Qu.

1.1823

Max.

19.277

Std. dev

2.0157

Skewness

4.145

Kurtosis

24.13

Outliers

380 low · 38 high

EWS.T14

numeric

303

0.0642 – 8.7839mean 0.8588

Min.

0.0642

1st Qu.

0.207

Median

0.3786

Mean

0.8588

3rd Qu.

0.855

Max.

8.7839

Std. dev

1.3181

Skewness

3.548

Kurtosis

14.65

Outliers

360 low · 36 high

EWS.T15

numeric

298

0.0552 – 12.785mean 0.9237

Min.

0.0552

1st Qu.

0.209

Median

0.4252

Mean

0.9237

3rd Qu.

0.9604

Max.

12.785

Std. dev

1.4596

Skewness

4.203

Kurtosis

23.7

Outliers

320 low · 32 high

EWS.T19

numeric

303

0.0808 – 10.953mean 0.8757

Min.

0.0808

1st Qu.

0.2894

Median

0.4958

Mean

0.8757

3rd Qu.

0.9079

Max.

10.953

Std. dev

1.1806

Skewness

4.137

Kurtosis

23.33

Outliers

300 low · 30 high

EWS.C8

numeric

302

0.0361 – 7.4097mean 0.7712

Min.

0.0361

1st Qu.

0.1702

Median

0.3571

Mean

0.7712

3rd Qu.

0.7949

Max.

7.4097

Std. dev

1.1484

Skewness

3.034

Kurtosis

9.886

Outliers

300 low · 30 high

EWS.C3

numeric

304

0.0348 – 4.9368mean 0.6909

Min.

0.0348

1st Qu.

0.1584

Median

0.3466

Mean

0.6909

3rd Qu.

0.8168

Max.

4.9368

Std. dev

0.9085

Skewness

2.591

Kurtosis

7.096

Outliers

280 low · 28 high

EWS.C2

numeric

302

0.0288 – 6.0212mean 0.6527

Min.

0.0288

1st Qu.

0.1454

Median

0.3455

Mean

0.6527

3rd Qu.

0.8088

Max.

6.0212

Std. dev

0.8537

Skewness

3.115

Kurtosis

13.05

Outliers

260 low · 26 high

EWS.C4

numeric

301

0.0555 – 3.1138mean 0.7458

Min.

0.0555

1st Qu.

0.2634

Median

0.4908

Mean

0.7458

3rd Qu.

1.0083

Max.

3.1138

Std. dev

0.7125

Skewness

1.63

Kurtosis

2.032

Outliers

230 low · 23 high

EWS.C6

numeric

303

0.0373 – 4.0513mean 0.675

Min.

0.0373

1st Qu.

0.202

Median

0.3952

Mean

0.675

3rd Qu.

0.8452

Max.

4.0513

Std. dev

0.7166

Skewness

2.058

Kurtosis

4.516

Outliers

220 low · 22 high

EWS.C9

numeric

293

0.04 – 5.2958mean 0.6601

Min.

0.04

1st Qu.

0.1866

Median

0.3872

Mean

0.6601

3rd Qu.

0.8111

Max.

5.2958

Std. dev

0.7717

Skewness

2.685

Kurtosis

8.874

Outliers

200 low · 20 high

EWS.C7

numeric

301

0.049 – 6.7491mean 0.7279

Min.

0.049

1st Qu.

0.2063

Median

0.382

Mean

0.7279

3rd Qu.

0.8026

Max.

6.7491

Std. dev

1.0161

Skewness

3.345

Kurtosis

12.52

Outliers

250 low · 25 high

EWS.C1

numeric

303

0.007 – 6.5227mean 0.6098

Min.

0.007

1st Qu.

0.1025

Median

0.2712

Mean

0.6098

3rd Qu.

0.6927

Max.

6.5227

Std. dev

0.9082

Skewness

3.066

Kurtosis

11.43

Outliers

270 low · 27 high

EWS.C11

numeric

304

0.0215 – 5.5589mean 0.6049

Min.

0.0215

1st Qu.

0.1575

Median

0.3316

Mean

0.6049

3rd Qu.

0.7561

Max.

5.5589

Std. dev

0.7295

Skewness

2.679

Kurtosis

9.709

Outliers

260 low · 26 high

EWS.C10

numeric

297

0.0179 – 5.8183mean 0.5993

Min.

0.0179

1st Qu.

0.1285

Median

0.288

Mean

0.5993

3rd Qu.

0.5949

Max.

5.8183

Std. dev

0.8631

Skewness

3.034

Kurtosis

10.95

Outliers

380 low · 38 high

BL.C5

numeric

301

0.0312 – 5.7508mean 0.7761

Min.

0.0312

1st Qu.

0.1591

Median

0.3152

Mean

0.7761

3rd Qu.

0.9414

Max.

5.7508

Std. dev

1.0405

Skewness

2.478

Kurtosis

6.64

Outliers

300 low · 30 high

BL.C6

numeric

301

0.04 – 5.4986mean 0.7389

Min.

0.04

1st Qu.

0.1496

Median

0.3375

Mean

0.7389

3rd Qu.

1.0216

Max.

5.4986

Std. dev

0.9667

Skewness

2.391

Kurtosis

6.314

Outliers

200 low · 20 high

BL.C7

numeric

302

0.0389 – 6.2027mean 0.7593

Min.

0.0389

1st Qu.

0.1248

Median

0.2904

Mean

0.7593

3rd Qu.

0.9508

Max.

6.2027

Std. dev

1.0551

Skewness

2.434

Kurtosis

6.419

Outliers

260 low · 26 high

BL.C8

numeric

302

0.0281 – 6.3424mean 0.7471

Min.

0.0281

1st Qu.

0.1306

Median

0.2715

Mean

0.7471

3rd Qu.

0.8726

Max.

6.3424

Std. dev

1.0897

Skewness

2.728

Kurtosis

8.505

Outliers

310 low · 31 high

BL.C1

numeric

302

0.0503 – 4.7665mean 0.6774

Min.

0.0503

1st Qu.

0.1198

Median

0.2394

Mean

0.6774

3rd Qu.

0.7697

Max.

4.7665

Std. dev

0.9891

Skewness

2.385

Kurtosis

5.275

Outliers

320 low · 32 high

BL.C2

numeric

295

0.0473 – 6.2041mean 0.6067

Min.

0.0473

1st Qu.

0.1415

Median

0.251

Mean

0.6067

3rd Qu.

0.6076

Max.

6.2041

Std. dev

0.9403

Skewness

3.426

Kurtosis

13.27

Outliers

360 low · 36 high

BL.C3

numeric

297

0.0419 – 4.103mean 0.7057

Min.

0.0419

1st Qu.

0.1232

Median

0.2927

Mean

0.7057

3rd Qu.

0.9272

Max.

4.103

Std. dev

0.8817

Skewness

1.986

Kurtosis

3.521

Outliers

260 low · 26 high

BL.C4

numeric

300

0.0589 – 4.8003mean 0.7289

Min.

0.0589

1st Qu.

0.1681

Median

0.3602

Mean

0.7289

3rd Qu.

0.918

Max.

4.8003

Std. dev

0.8847

Skewness

2.331

Kurtosis

5.885

Outliers

230 low · 23 high

NB.C1

numeric

302

0.0502 – 4.6865mean 0.7313

Min.

0.0502

1st Qu.

0.1889

Median

0.4276

Mean

0.7313

3rd Qu.

0.9016

Max.

4.6865

Std. dev

0.8135

Skewness

2.077

Kurtosis

4.678

Outliers

250 low · 25 high

NB.C2

numeric

302

0.0421 – 4.5235mean 0.7856

Min.

0.0421

1st Qu.

0.222

Median

0.4434

Mean

0.7856

3rd Qu.

0.9463

Max.

4.5235

Std. dev

0.8586

Skewness

2.027

Kurtosis

3.997

Outliers

310 low · 31 high

NB.C3

numeric

302

0.0425 – 8.8936mean 0.7509

Min.

0.0425

1st Qu.

0.2591

Median

0.404

Mean

0.7509

3rd Qu.

0.7626

Max.

8.8936

Std. dev

1.0723

Skewness

4.701

Kurtosis

27.19

Outliers

300 low · 30 high

NB.C6

numeric

298

0.0097 – 5.6066mean 0.6356

Min.

0.0097

1st Qu.

0.1613

Median

0.3688

Mean

0.6356

3rd Qu.

0.8389

Max.

5.6066

Std. dev

0.7092

Skewness

2.434

Kurtosis

9.144

Outliers

230 low · 23 high

NB.C12

numeric

302

0.0183 – 5.9451mean 0.6769

Min.

0.0183

1st Qu.

0.1454

Median

0.3239

Mean

0.6769

3rd Qu.

0.8457

Max.

5.9451

Std. dev

0.8728

Skewness

2.533

Kurtosis

7.931

Outliers

240 low · 24 high

NB.C7

numeric

305

0.0379 – 4.7229mean 0.7927

Min.

0.0379

1st Qu.

0.1928

Median

0.4427

Mean

0.7927

3rd Qu.

1.0158

Max.

4.7229

Std. dev

0.9006

Skewness

2.018

Kurtosis

4.022

Outliers

260 low · 26 high

NB.C4

numeric

299

0.032 – 4.0359mean 0.749

Min.

0.032

1st Qu.

0.1955

Median

0.4022

Mean

0.749

3rd Qu.

0.9303

Max.

4.0359

Std. dev

0.8346

Skewness

1.911

Kurtosis

3.261

Outliers

310 low · 31 high

NB.C5

numeric

302

0.0501 – 5.1184mean 0.6971

Min.

0.0501

1st Qu.

0.2033

Median

0.4152

Mean

0.6971

3rd Qu.

0.8119

Max.

5.1184

Std. dev

0.8049

Skewness

2.384

Kurtosis

6.445

Outliers

290 low · 29 high

NB.C10

numeric

299

0.0224 – 3.5073mean 0.7259

Min.

0.0224

1st Qu.

0.2034

Median

0.4678

Mean

0.7259

3rd Qu.

0.945

Max.

3.5073

Std. dev

0.7429

Skewness

1.702

Kurtosis

2.588

Outliers

230 low · 23 high

NB.C11

numeric

304

0.0068 – 4.5932mean 0.6978

Min.

0.0068

1st Qu.

0.1788

Median

0.4477

Mean

0.6978

3rd Qu.

0.9384

Max.

4.5932

Std. dev

0.7756

Skewness

2.167

Kurtosis

5.427

Outliers

210 low · 21 high

NB.C9

numeric

304

0.0357 – 4.5897mean 0.7394

Min.

0.0357

1st Qu.

0.1791

Median

0.4114

Mean

0.7394

3rd Qu.

0.939

Max.

4.5897

Std. dev

0.8293

Skewness

2.063

Kurtosis

4.811

Outliers

230 low · 23 high

NB.C8

numeric

300

0.0082 – 5.4576mean 0.6488

Min.

0.0082

1st Qu.

0.1531

Median

0.3464

Mean

0.6488

3rd Qu.

0.7801

Max.

5.4576

Std. dev

0.7833

Skewness

2.463

Kurtosis

8.496

Outliers

300 low · 30 high

RMS.C4

numeric

302

0.0069 – 12.516mean 0.795

Min.

0.0069

1st Qu.

0.1794

Median

0.3934

Mean

0.795

3rd Qu.

0.8267

Max.

12.516

Std. dev

1.3398

Skewness

4.99

Kurtosis

33.04

Outliers

290 low · 29 high

RMS.C3

numeric

302

0.1361 – 6.1381mean 0.7466

Min.

0.1361

1st Qu.

0.3578

Median

0.5262

Mean

0.7466

3rd Qu.

0.8957

Max.

6.1381

Std. dev

0.6944

Skewness

3.618

Kurtosis

18.75

Outliers

210 low · 21 high

RMS.C9

numeric

299

0.0071 – 11.377mean 0.6137

Min.

0.0071

1st Qu.

0.1981

Median

0.3335

Mean

0.6137

3rd Qu.

0.6784

Max.

11.377

Std. dev

0.9146

Skewness

6.365

Kurtosis

63.18

Outliers

320 low · 32 high

RMS.C2

numeric

300

0.0261 – 9.4369mean 0.7419

Min.

0.0261

1st Qu.

0.2221

Median

0.4328

Mean

0.7419

3rd Qu.

0.9436

Max.

9.4369

Std. dev

0.9564

Skewness

4.842

Kurtosis

35.72

Outliers

200 low · 20 high

RMS.C5

numeric

301

0.0722 – 6.0778mean 0.6601

Min.

0.0722

1st Qu.

0.2315

Median

0.3941

Mean

0.6601

3rd Qu.

0.8366

Max.

6.0778

Std. dev

0.7821

Skewness

3.833

Kurtosis

19.49

Outliers

190 low · 19 high

RMS.C6

numeric

300

0.0405 – 5.0913mean 0.7287

Min.

0.0405

1st Qu.

0.2507

Median

0.4544

Mean

0.7287

3rd Qu.

0.8622

Max.

5.0913

Std. dev

0.8058

Skewness

2.683

Kurtosis

8.46

Outliers

230 low · 23 high

RMS.C7

numeric

302

0.0198 – 6.2024mean 0.6502

Min.

0.0198

1st Qu.

0.2114

Median

0.3832

Mean

0.6502

3rd Qu.

0.857

Max.

6.2024

Std. dev

0.7575

Skewness

3.631

Kurtosis

19.62

Outliers

170 low · 17 high

test

list

numeric·306 rows nested

Element class

numeric

Element length

306 – 306

Total length

7,650

Nested rows

306

What is inside it

Element

Type

Distinct

Missing

Summary

TEST.9

numeric

300

0.112 – 13.6605mean 0.8016

Min.

0.112

1st Qu.

0.2526

Median

0.3725

Mean

0.8016

3rd Qu.

0.7186

Max.

13.6605

Std. dev

1.4808

Skewness

5.501

Kurtosis

35.31

Outliers

330 low · 33 high

TEST.11

numeric

301

0.0103 – 5.4616mean 0.6047

Min.

0.0103

1st Qu.

0.157

Median

0.3801

Mean

0.6047

3rd Qu.

0.8132

Max.

5.4616

Std. dev

0.6862

Skewness

2.723

Kurtosis

10.96

Outliers

180 low · 18 high

TEST.5

numeric

302

0.0316 – 4.3726mean 0.7329

Min.

0.0316

1st Qu.

0.1633

Median

0.4686

Mean

0.7329

3rd Qu.

0.974

Max.

4.3726

Std. dev

0.8003

Skewness

2.206

Kurtosis

5.763

Outliers

190 low · 19 high

TEST.8

numeric

301

0.0193 – 5.8188mean 0.6889

Min.

0.0193

1st Qu.

0.1455

Median

0.381

Mean

0.6889

3rd Qu.

0.8498

Max.

5.8188

Std. dev

0.8814

Skewness

2.632

Kurtosis

8.144

Outliers

250 low · 25 high

TEST.10

numeric

302

0.033 – 24.3466mean 1.038

Min.

0.033

1st Qu.

0.2575

Median

0.4638

Mean

1.0376

3rd Qu.

0.8008

Max.

24.3466

Std. dev

2.089

Skewness

6.159

Kurtosis

53.72

Outliers

410 low · 41 high

TEST.13

numeric

297

0.0282 – 17.5478mean 0.9096

Min.

0.0282

1st Qu.

0.1761

Median

0.3612

Mean

0.9096

3rd Qu.

0.6635

Max.

17.5478

Std. dev

2.1958

Skewness

5.686

Kurtosis

35.13

Outliers

350 low · 35 high

TEST.3

numeric

299

0.0317 – 6.0582mean 0.6239

Min.

0.0317

1st Qu.

0.209

Median

0.3386

Mean

0.6239

3rd Qu.

0.6733

Max.

6.0582

Std. dev

0.8364

Skewness

3.667

Kurtosis

16.92

Outliers

320 low · 32 high

TEST.1

numeric

299

0.0267 – 6.054mean 0.5854

Min.

0.0267

1st Qu.

0.1016

Median

0.2482

Mean

0.5854

3rd Qu.

0.69

Max.

6.054

Std. dev

0.8809

Skewness

3.181

Kurtosis

12.19

Outliers

290 low · 29 high

TEST.2

numeric

298

0.018 – 10.6551mean 0.5254

Min.

0.018

1st Qu.

0.0922

Median

0.2201

Mean

0.5254

3rd Qu.

0.5342

Max.

10.6551

Std. dev

0.9586

Skewness

5.657

Kurtosis

45.75

Outliers

320 low · 32 high

TEST.4

numeric

300

0.0821 – 19.2571mean 0.8966

Min.

0.0821

1st Qu.

0.1736

Median

0.35

Mean

0.8966

3rd Qu.

0.697

Max.

19.2571

Std. dev

2.1195

Skewness

6.263

Kurtosis

44.46

Outliers

350 low · 35 high

TEST.7

numeric

297

0.0208 – 13.6524mean 0.6331

Min.

0.0208

1st Qu.

0.0773

Median

0.1785

Mean

0.6331

3rd Qu.

0.525

Max.

13.6524

Std. dev

1.4043

Skewness

5.148

Kurtosis

34.13

Outliers

370 low · 37 high

TEST.12

numeric

301

0.0791 – 17.8767mean 0.9528

Min.

0.0791

1st Qu.

0.2086

Median

0.4081

Mean

0.9528

3rd Qu.

0.8928

Max.

17.8767

Std. dev

1.878

Skewness

5.453

Kurtosis

36.48

Outliers

320 low · 32 high

TEST.24

numeric

303

0.1188 – 12.9597mean 0.9474

Min.

0.1188

1st Qu.

0.4264

Median

0.5906

Mean

0.9474

3rd Qu.

0.9282

Max.

12.9597

Std. dev

1.3808

Skewness

5.779

Kurtosis

39.3

Outliers

320 low · 32 high

TEST.6

numeric

298

0.0908 – 10.0058mean 1.069

Min.

0.0908

1st Qu.

0.3331

Median

0.5234

Mean

1.0691

3rd Qu.

1.0469

Max.

10.0058

Std. dev

1.5182

Skewness

3.332

Kurtosis

12.46

Outliers

400 low · 40 high

TEST.21

numeric

299

0.058 – 19.1163mean 1.242

Min.

0.058

1st Qu.

0.3103

Median

0.5624

Mean

1.2419

3rd Qu.

1.1724

Max.

19.1163

Std. dev

1.9989

Skewness

4.145

Kurtosis

24.13

Outliers

380 low · 38 high

TEST.20

numeric

302

0.1164 – 8.7537mean 0.9245

Min.

0.1164

1st Qu.

0.3014

Median

0.5084

Mean

0.9245

3rd Qu.

0.961

Max.

8.7537

Std. dev

1.2889

Skewness

3.728

Kurtosis

15.69

Outliers

280 low · 28 high

TEST.17

numeric

297

0.0457 – 13.3667mean 0.8687

Min.

0.0457

1st Qu.

0.272

Median

0.4292

Mean

0.8687

3rd Qu.

0.7987

Max.

13.3667

Std. dev

1.3989

Skewness

4.934

Kurtosis

32.15

Outliers

400 low · 40 high

TEST.18

numeric

296

0.038 – 12.1076mean 0.5272

Min.

0.038

1st Qu.

0.1031

Median

0.1897

Mean

0.5272

3rd Qu.

0.5842

Max.

12.1076

Std. dev

0.9809

Skewness

6.693

Kurtosis

66.26

Outliers

320 low · 32 high

TEST.22

numeric

304

0.0417 – 8.9426mean 0.8529

Min.

0.0417

1st Qu.

0.2668

Median

0.458

Mean

0.8529

3rd Qu.

0.8562

Max.

8.9426

Std. dev

1.2216

Skewness

3.626

Kurtosis

15.16

Outliers

260 low · 26 high

TEST.16

numeric

301

0.0356 – 10.8586mean 0.827

Min.

0.0356

1st Qu.

0.2112

Median

0.4565

Mean

0.827

3rd Qu.

0.9349

Max.

10.8586

Std. dev

1.1499

Skewness

3.993

Kurtosis

23.08

Outliers

250 low · 25 high

TEST.23

numeric

303

0.0108 – 12.4248mean 0.8705

Min.

0.0108

1st Qu.

0.2629

Median

0.543

Mean

0.8705

3rd Qu.

0.9105

Max.

12.4248

Std. dev

1.2094

Skewness

4.649

Kurtosis

31.74

Outliers

290 low · 29 high

TEST.14

numeric

299

0.0457 – 8.425mean 0.8708

Min.

0.0457

1st Qu.

0.2167

Median

0.4816

Mean

0.8708

3rd Qu.

0.9446

Max.

8.425

Std. dev

1.1677

Skewness

3.187

Kurtosis

12.73

Outliers

320 low · 32 high

TEST.25

numeric

303

0.0402 – 10.9128mean 0.8061

Min.

0.0402

1st Qu.

0.2134

Median

0.4256

Mean

0.8061

3rd Qu.

0.8727

Max.

10.9128

Std. dev

1.2958

Skewness

4.634

Kurtosis

25.87

Outliers

240 low · 24 high

TEST.15

numeric

304

0.0257 – 16.9335mean 0.7595

Min.

0.0257

1st Qu.

0.1194

Median

0.2498

Mean

0.7595

3rd Qu.

0.7303

Max.

16.9335

Std. dev

1.769

Skewness

6.393

Kurtosis

48.44

Outliers

260 low · 26 high

TEST.19

numeric

301

0.0238 – 12.8735mean 0.884

Min.

0.0238

1st Qu.

0.2056

Median

0.3646

Mean

0.884

3rd Qu.

0.8165

Max.

12.8735

Std. dev

1.6195

Skewness

4.573

Kurtosis

24.72

Outliers

320 low · 32 high

train.classes

factor

EWS23RMS21NB12BL-NHL8

test.classes

factor

EWS6NB6RMS5Normal5BL-NHL3

annotation

list

nested·306 rows nested

Element length

306 – 306

Total length

2,448

Nested rows

306

What is inside it

Element

Type

Distinct

Missing

Summary

CloneID

integer

306

25725 – 1493527mean 5.325e+5

Min.

25725

1st Qu.

240509

Median

490130

Mean

532518

3rd Qu.

789176

Max.

1493527

Std. dev

343979

Skewness

0.522

Kurtosis

-0.0693

UGCluster

factor

281

In multiple clusters12Data not found10Hs.1215762Hs.1551192Hs.2024532Hs.253632+1,998 more

Levels

2,004

Used

281

Unused

1,723

Rows per level, the 50 commonest of 2,004

In multiple clusters12Data not found10Hs.1215762Hs.1551192Hs.2024532Hs.253632Hs.3491092Hs.1000581Hs.1023361Hs.1030421Hs.1045761Hs.105261Hs.1054341Hs.108421Hs.1086891Hs.1091Hs.109491Hs.1108371Hs.1119031Hs.1120281Hs.1240301Hs.1263571Hs.128351Hs.1308651Hs.131371Hs.1329111Hs.137811Hs.1449061Hs.146011Hs.151541Hs.154631Hs.1553921Hs.1581931Hs.1605571Hs.1642261Hs.1659501Hs.1662541Hs.1670171Hs.1677411Hs.1698361Hs.1699021Hs.1699071Hs.1699191Hs.1701771Hs.1721081Hs.1733811Hs.1787491Hs.1800621Hs.1838581Hs.186761

Symbol

factor

268

33CDK62EHD12IGF22MYC2MYO1B2+1,938 more

Levels

1,944

Used

268

Unused

1,676

Rows per level, the 50 commonest of 1,944

33CDK62EHD12IGF22MYC2MYO1B2PSEN22182-FIP1ACADM1ACTA21ADA1AF1Q1AIF11AKAP121AKAP71ALDH1B11ALDH7A11ANXA11ANXA41APBA11APLP11ARF41ARHE1ARHGAP41ARHGAP81ARHGEF11ARPC1B1ASNS1ATF31ATP1A11B2M1BA108L7.21BASP11BCKDHA1BIN11BTG21BTN3A31BUB11C5orf131CAV11CBX11CCND11CCT6A1CD831CD991CDH21CDK2AP11CDKN31CHD31CHST11

LLID

factor

272

2910212109382348124430246092+1,955 more

Levels

1,961

Used

272

Unused

1,689

Rows per level, the 50 commonest of 1,961

2910212109382348124430246092566421001100011000711009511016011021411025211025311033110346110370110382110384110409110439110526110570110908110949110951110962110988111040111071116411212271125811266112811128211284112911130611380501138111397; 139611400114101144483114661152311588116121

UGRepAcc

factor

280

22AK0746142AK1246132BC0063652NM_0024672NM_0122232+1,996 more

Levels

2,002

Used

280

Unused

1,722

Rows per level, the 50 commonest of 2,002

22AK0746142AK1246132BC0063652NM_0024672NM_0122232AB0310461AB0377421AB0633181AB0962501AF0473471AF0499101AF0533051AF0818861AF1091611AF1497851AF1529291AF1634731AF2080431AF3183821AF4672871AJ0022311AJ2250281AJ4204231AK0223791AK0230831AK0244661AK0255221AK0257421AK0548141AK0551081AK0551861AK0559221AK0566781AK0744801AK0745411AK0747341AK0748391AK0748981AK0753061AK0909861AK0914661AK0915041AK0921021AK0925071AK0927411AK0960061AK0962441AK0966291AK0968651

LLRepProtAcc

factor

264

37NP_0006032NP_0012502NP_0024582NP_0067862NP_0363552+1,903 more

Levels

1,909

Used

264

Unused

1,645

Rows per level, the 50 commonest of 1,909

37NP_0006032NP_0012502NP_0024582NP_0067862NP_0363552NP_0366182NP_0000071NP_0000131NP_0000141NP_0000531NP_0000811NP_0001171NP_0001591NP_0001821NP_0001851NP_0002011NP_0003551NP_0003681NP_0004091NP_0005341NP_0005841NP_0005861NP_0005891NP_0005901NP_0005931NP_0006831NP_0006911NP_0006921NP_0007001NP_0008391NP_0008421NP_0009351NP_0011441NP_0011541NP_0011731NP_0012881NP_0013031NP_0013041NP_0013121NP_0013771NP_0014221NP_0014331NP_0014401NP_0014731NP_0015031NP_0015321NP_0015781NP_0016041NP_0016511

Chromosome

factor

221197192171113612+501 more

Levels

507

Used

Unused

412

Rows per level, the 50 commonest of 507

2211971921711136128129111510X101993949591071271671761851;19422413314320311;15217;1922;622126;12;221;14;711;1711;9110;12;X110;7111;1;2;9111;15;1;6;7;X111;19111;3111;6111;X112;14112;16;18112;17;6112;2113;1113;10;11;3113;2113;3114;16;5114;20;91

Cytoband

factor

234

296p21.3811q13421q22.3411p15.5319p13.33+966 more

Levels

972

Used

234

Unused

738

Rows per level, the 50 commonest of 972

296p21.3811q13421q22.3411p15.5319p13.331q2132p2137q22.13Xp11.23313q34216q13217q21.3218q11.221p13.321q31-q4221q3222p2322q12-q3422q1423q25.1-q25.225q3126p2126q2326q24-q2527q11.2327q21-q2227q2228q24.12-q24.13210p11.2110p15.1110p15.3110q23.3110q24110q24.32110q25.3110q26111p11.2-p11.1111p15111p15.1-p14111p15.2111p15.4-p15.1111q12-q13.1111q12.2-q13.1111q13.5111q22-q23111q22.3-q23.1111q23111q23.2111q241

gene.labels.imagesID

character

306

5 – 7 characters

cellType

character

1 characters

The nested tables do not share one set of columns, so there is no single schema to show.

The same data in 1 other package

This data is identical to the data these packages carry, down to the byte.

made4Bioconductor

Version history

Version	Released	Rows × Cols	Change	Stored as	Confidence
1.19.1	2025-07-15	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.19.0	2024-11-15	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.18.1	2024-10-13	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.18.0	2024-10-05	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.17.1	2023-03-25	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.16.0	2022-07-04	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.15.2	2021-10-28	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.15.1	2021-05-08	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.14.0	2020-08-26	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.13.4	2020-02-28	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.13.3	2020-02-08	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.13.2	2019-12-02	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.12.0	2019-05-11	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.10.0	2019-03-15	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.9.0	2018-10-19	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.8.0	2018-05-03	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.7.0	2018-02-11	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.6.0	2017-11-13	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.5.2	2017-03-28	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.5.0	2017-03-24	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.4.0	2017-01-21	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.3.0	2016-08-27	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.2.0	2016-06-22	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.1.8	2016-02-10	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.1.2	2015-10-31	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.1.0	2015-07-31	–	Unchanged	rda · bzip2 version 2 · 112 KB	exact
1.0.1	2015-06-28	–	–	rda · bzip2 version 2 · 112 KB	exact