A Bootstrap Augmented k-Means Algorithm for Fuzzy Partitions


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Documentation for package ‘bootkmeans’ version 1.0.0

Help Pages

boot.kmeans Bootstrap augmented k-means algorithm for fuzzy partitions
bootk.hardsoftvis Visualize hard vs. soft assignments from bootstrap k-means
compare.clusters Compare traditional k-means, bootstrap augmented k-means, and fuzzy c-means
compare.tables Contingency tables comparing true labels to fitted clusterings
fari Frobenius Adjusted Rand Index for Comparing Two Partition Matrices