Table 1

Clustering accuracy of various methods on leukemia data
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%

*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.

Ren et al.

Ren et al. BMC Bioinformatics 2012 13:70   doi:10.1186/1471-2105-13-70

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