Table 9 The first five lines of data in BCWD.

From: PEAO: a bio-inspired parallel optimizer with a multi-strategy communication mechanism for breast cancer diagnosis

Id

Diagnosis

Radius mean

Texture mean

Perimeter mean

Area mean

842,302

M

17.99

10.38

122.8

1001

842,517

M

20.57

17.77

132.9

1326

84,300,903

M

19.69

21.25

130

1203

84,348,301

M

11.42

20.38

77.58

386.1

84,358,402

M

20.29

14.34

135.1

1297

Smoothness mean

Compactness mean

Concavity mean

Concave points mean

Symmetry mean

Fractal dimension mean

0.1184

0.2776

0.3001

0.1471

0.2419

0.07871

0.08474

0.07864

0.0869

0.07017

0.1812

0.05667

0.1096

0.1599

0.1974

0.1279

0.2069

0.05999

0.1425

0.2839

0.2414

0.1052

0.2597

0.09744

0.1003

0.1328

0.198

0.1043

0.1809

0.05883

Radius se

Texture se

Perimeter se

Area se

Smoothness se

Compactness se

1.095

0.9053

8.589

153.4

0.006399

0.04904

0.5435

0.7339

3.398

74.08

0.005225

0.01308

0.7456

0.7869

4.585

94.03

0.00615

0.04006

0.4956

1.156

3.445

27.23

0.00911

0.07458

0.7572

0.7813

5.438

94.44

0.01149

0.02461

Concavity se

Concave points se

Symmetry se

Fractal dimension se

Radius worst

Texture worst

0.05373

0.01587

0.03003

0.006193

25.38

17.33

0.0186

0.0134

0.01389

0.003532

24.99

23.41

0.03832

0.02058

0.0225

0.004571

23.57

25.53

0.05661

0.01867

0.05963

0.009208

14.91

26.5

0.05688

0.01885

0.01756

0.005115

22.54

16.67

Perimeter worst

Area worst

Smoothness worst

Compactness worst

Concavity worst

Concave points worst

184.6

2019

0.1622

0.6656

0.7119

0.2654

158.8

1956

0.1238

0.1866

0.2416

0.186

152.5

1709

0.1444

0.4245

0.4504

0.243

98.87

567.7

0.2098

0.8663

0.6869

0.2575

152.2

1575

0.1374

0.205

0.4

0.1625

Symmetry worst

Fractal dimension worst

0.4601

0.1189

0.275

0.08902

0.3613

0.08758

0.6638

0.173

0.2364

0.07678

Back to article page