Computational Intelligence and Neuroscience / 2017 / Article / Tab 2

Research Article

Clustering Categorical Data Using Community Detection Techniques

Table 2

Dataset properties.

Dataset avg.intra.distavg.inter.distAC#comptop-Runtime (ms)

Soybean4721475.5412.481.000024634731
Mushroom8,1242221110.1112.680.724412,924,40715,3668,284
Zoo10116722.407.750.82187017100109
Lung-Cancer325632224.2026.090.5938160429110
Breast-Cancer6999264.277.840.9514115,068169993
Dermatology3663461011.2316.410.85529,5884364125
Vote43516286.4110.810.871347,102143293
Nursery12,9608535.035.670.41565,721,840112,9602,543
Chess3,19636299.6510.350.60042,395,17412,3892,012
Heart30313556.587.850.47197,755230294

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