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Table 1 The clustering performances obtained by different methods in ovarian cancer

From: Deep learning-based ovarian cancer subtypes identification using multi-omics data

 

silhouette scores

DBI

K-means

0.165

1.859

Hierarchical clustering

0.310

1.594

PCA- kmeans

0.378

1.502

KPCA-kmeans

0.475

0.702

SparseK

0.513

0.681

iCluster

0.528

0.657

AE-kmeans

0.549

0.621

DAE-kmeans

0.583

0.562

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BioData Mining

ISSN: 1756-0381