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Table 4 Cluster partition weighted-kappa scores of two synthetic datasets

From: Consensus clustering and functional interpretation of gene-expression data

Dataset

HC

PAM

CAST

SA

CC

Vector autoregressive

0.505

0.700

0.537

0.614

0.725

Multivariate normal

0.697

0.605

0.591

0.667

0.729

  1. HC, hierarchical clustering; PAM, partitioning around medoids; CAST, cluster affinity search technique; SA, simulated annealing; CC, consensus clustering.