Journal of Big Data

Table 7 Average performances of the similarity measure across all clustering learners and data sets

From: Improved sqrt-cosine similarity measurement

Similarity	Accuracy		Purity		NMI
Similarity	Mean	HSD	Mean	HSD	Mean	HSD
ISC	0.3563	A	0.5950	A	0.1590	A
Cosine	0.3370	A	0.5608	A	0.1363	A
Gaussian	0.2949	A	0.5597	A	0.0990	A

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