The Data Mining approaches large data source and these kind of elaborations often need to cluster the data in classes. The mutual information is a theoretical tool that may be used to evaluate the reliability of clustering. A computing procedure for the use has been developed and explained here in this paper of mutual information. A software package, MICE, use of Mutual Information in Clustering Evaluation has been developed for this purpose. The software modules has been developed in MATLAB language.
MICE: A SOFWARE PACKAGE FOR THE USE OF MUTUAL INFORMATION IN CLUSTERING EVALUATION
Giuseppe Rauch;
2009
Abstract
The Data Mining approaches large data source and these kind of elaborations often need to cluster the data in classes. The mutual information is a theoretical tool that may be used to evaluate the reliability of clustering. A computing procedure for the use has been developed and explained here in this paper of mutual information. A software package, MICE, use of Mutual Information in Clustering Evaluation has been developed for this purpose. The software modules has been developed in MATLAB language.File in questo prodotto:
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