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.
Last updated 9 months ago
6.07 score 1 stars 8 dependents 111 scripts 2.9k downloads
xgrove - Explanation Groves
Compute surrogate explanation groves for predictive machine learning models and analyze complexity vs. explanatory power of an explanation according to Szepannek, G. and von Holt, B. (2023) <doi:10.1007/s41237-023-00205-2>.
Last updated 2 months ago
3.40 score 1 scripts 212 downloadshda - Heteroscedastic Discriminant Analysis
Functions to perform dimensionality reduction for classification if the covariance matrices of the classes are unequal.
Last updated 9 years ago
1.48 score 1 dependents 9 scripts 552 downloadsorclus - Subspace Clustering Based on Arbitrarily Oriented Projected Cluster Generation
Functions to perform subspace clustering and classification.
Last updated 7 years ago
1.00 score 1 stars 4 scripts 224 downloads