Introduction | Overview of the clusterv R package | Main functionalities implemented in clusterv | 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 a generic clustering algorithm | An applicative example to the analysis of DNA microarray data: analysis of cluster reliability in lung tumor patients