A Partial Clustering Algorithm
Computes the adjusted Rand index and the confidence interval, comparin...
A partial clustering algorithm with automatic estimation of the number...
Provides the vector of clusters' ID to which each element belong to.
A permutation test for testing the null hypothesis of random agreement...
A test for testing the null hypothesis of random agreement (i.e., adju...
Get clusters which reach max consensus
CrossClustering: A Partial Clustering Algorithm
Check for zero
Prune tail made of zeros
Reverse the process of create a contingency table
Provide the 'CrossClustering' algorithm (Tellaroli et al. (2016) <doi:10.1371/journal.pone.0152333>), which is a partial clustering algorithm that combines the Ward's minimum variance and Complete Linkage algorithms, providing automatic estimation of a suitable number of clusters and identification of outlier elements.
Useful links