Distance-Based Learning for Mixed-Type Data

Documentation for package ‘manydist’ version 0.5.0

compare_lovo_mdist	Compare LOVO diagnostics across multiple distance specifications
congruence_coeff	Congruence coefficient between two configurations
fifa_nl	FIFA 21 Player Data - Dutch League
generate_dataset	generate toy mixed datasets for the supplementary material: figures 1 to 3
gen_mixed	Generate mixed-type clustering data with signal and noise
lovo_mdist	Leave-one-variable-out diagnostics for distance-based variable importance
lovo_method_spec	Create a LOVO method specification for 'compare_lovo_mdist()'
make_mdist_recipe	Build a recipe that computes mdist-based distance features
mdist	Mixed-type dissimilarities for distance-based learning
mdist_summary_impl	Internal: summary method implementation for MDist R6 objects
pam_dist	PAM clustering specification based on manydist dissimilarities
spectral_dist	Spectral clustering specification based on manydist dissimilarities
spectral_from_dist	Spectral clustering from a distance matrix
step_mdist	Add manydist dissimilarities to a recipe