Package index
-
all_dist_method_specs() - Create a grid of `mdist()` method specifications
-
benchmark_mdist() - Benchmark `mdist()` over multiple method specifications
-
compare_lovo_mdist() - Compare LOVO diagnostics across multiple distance specifications
-
congruence_coeff() - Congruence coefficient between two configurations
-
dist_methods_tbl() - List available `manydist` methods
-
dist_methods_tbl_cat() - List available categorical dissimilarities
-
fifa_nl - FIFA 21 Player Data - Dutch League
-
gen_mixed() - Generate mixed-type clustering data with signal and noise
-
generate_dataset() - generate toy mixed datasets for the supplementary material: figures 1 to 3
-
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
-
response_aware_methods() - List response-aware methods
-
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