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Table 1 Description of benchmark datasets utilised in comparative analysis

From: Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping

Datasets

#Samples

#Features

#Cluster

Cluster

Iris

150

4

3

50,50,50

Liver disorders

345

5

2

169,176

Ecoli

336

7

8

143,77,52,35,20,5,2,2

Breast tissue

106

9

6

21,15,18,16,14,22

Glass

214

9

4

70,76,17,51

Wine

178

13

3

59,71,48

Lymphography

148

18

4

2,81,61,4

Parkinson

195

22

2

48,147

Ionosphere

351

34

2

225,126

Sonar

208

60

2

97,111

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BioData Mining

ISSN: 1756-0381