Computational Intelligence and Neuroscience / 2017 / Article / Tab 11

Research Article

Clustering Categorical Data Using Community Detection Techniques

Table 11

Clustering results for Nursery data.
(a) Confusion matrix

Class
Not_recom Recommend Very_recom Priority Spec_prior

Not_recom1440013214841264
recommend00000
Very_recom00000
Priority14402196 1924 758
Spec_prior1440 00 858 2022

(b) Performance comparison

RandomCaoKhanProposed

AC0.33310.36730.28040.4156
PR0.29020.29780.23040.6494
RE0.25920.22730.20440.2569

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