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clustMixType - k-Prototypes Clustering for Mixed Variable-Type Data
Functions to perform k-prototypes partitioning clustering for mixed variable-type data according to Z.Huang (1998): Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Variables, Data Mining and Knowledge Discovery 2, 283-304 and G.Szepannek et al. (2025): Clustering Large Mixed-Type Data with Ordinal Variables, Adv Data Anal Classif 19, 749–767.
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6.86 score 2 stars 9 dependents 207 scripts 6.4k downloads
orclus - Subspace Clustering Based on Arbitrarily Oriented Projected Cluster Generation
Functions to perform subspace clustering and classification.
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1.00 score 1 stars 4 scripts 140 downloadshda - Heteroscedastic Discriminant Analysis
Functions to perform dimensionality reduction for classification if the covariance matrices of the classes are unequal.
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1.00 score 10 scripts 319 downloads