Computational Intelligence and Neuroscience / 2017 / Article / Tab 10

Research Article

Clustering Categorical Data Using Community Detection Techniques

Table 10

Clustering results for Dermatology data.
(a) Confusion matrix

Class
Seborrheic dermatitisPsoriasisLichen planusChronic dermatitisPityriasis roseaPityriasis rubra pilaris

Seborrheic dermatitis61020490
Psoriasis01110000
Lichen planus0070000
Chronic dermatitis0105200
Pityriasis rosea000001
Pityriasis rubra pilaris0000019

(b) Performance comparison

RandomCaoKhanProposed

AC0.56830.59840.61750.8552
PR0.53180.55480.68410.7543
RE0.50280.53930.61650.8189

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