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Table 5 Evaluation of clustering results of PMR-Transitive according to the purity, NMI, and ARI metrics

From: Clustering categorical data based on the relational analysis approach and MapReduce

Data set

Purity

NMI

ARI

Soybean

0.97

0.95

0.78

Zoo

0.91

0.85

0.88

Mushroom

0.96

0.82

0.44