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Introduction
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The clusterv R package:
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Background on random projections
Clusterv
tutorial
Subsections
Introduction
Overview of
Clusterv
functionalities
Getting started with
Clusterv
Generation of randomly projected data
Computation of the distortion induced by random projections.
Estimate of the reliability of clusters generated by specific clustering algorithms.
Estimate of the reliability of clusters generated by hierarchical clustering algorithms.
Estimate of the reliability of clusters generated by the k-means clustering algorithm.
Estimate of the reliability of clusters generated by the fuzzy k-means clustering algorithm.
Estimate of the reliability of clusters generated by PAM (Prediction Around Medoids) clustering algorithm.
Estimate of the reliability of clusters generated by a generic clustering algorithm.
Giorgio 2006-08-16
