The Evaluation Measure of Text Clustering for the Variable Number of Clusters

Abstract

This study proposes an innovative measure for evaluating the performance of text clustering. In using K-means algorithm and Kohonen Networks for text clustering, the number clusters is fixed initially by configuring it as their parameter, while in using single pass algorithm for text clustering, the number of clusters is not predictable. Using labeled… (More)
DOI: 10.1007/978-3-540-72393-6_104

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