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Journal of Big Data

Table 3 The datasets used for the experiments

From: Cooperative co-evolution for feature selection in Big Data with random feature grouping

Name

No. of classes

No. of features

No. of samples

Dataset domain

Breast Cancer Wsconsina

2

30

569

Life (health)

Dermatologyb

6

34

366

Life (health)

Divorcec

2

54

170

Life (others)

Muskd

2

166

6598

Physical

Pulmone

4

432

58

Chemical

QSAR Oral Toxicityf

2

1024

8992

Physical

Colon Cancerg

2

2000

62

Health

  1. ahttps://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Diagnostic)
  2. bhttps://archive.ics.uci.edu/ml/datasets/dermatology
  3. chttps://archive.ics.uci.edu/ml/datasets/Divorce+Predictors+data+set
  4. dhttps://archive.ics.uci.edu/ml/datasets/Musk+(Version+2)
  5. ehttps://archive.ics.uci.edu/ml/datasets/Gas+sensor+array+under+flow+modulation (Feature Dataset)
  6. fhttps://archive.ics.uci.edu/ml/datasets/QSAR+oral+toxicity
  7. ghttp://genomics-pubs.princeton.edu/oncology/
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