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Table 1 Clustering accuracy of various methods on leukemia data

From: A unified computational model for revealing and predicting subtle subtypes of cancers

Methods AML vs ALLs AMLs vs B cell ALLs vs T cell ALLs
OTCC 98% 96%
k-means* 98% 71%
Spectral clustering in jClust 97% 85%
Affinity propagation in jClust^ 97% 94%
Hierarchical clustering 98% 76%
  1. *k-means was run 1000 times and the accuracy was calculated based on running with the minimal objective function; ^, if affinity propagation generated more than predefined clusters, similar clusters would be merged to calculate the accuracy.