clue v0.3-58

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Cluster Ensembles

CLUster Ensembles.

Functions in clue

Name Description
Phonemes Miller-Nicely Consonant Phoneme Confusion Data
CKME Cassini Data Partitions Obtained by K-Means
Cassini Cassini Data
cl_agreement Agreement Between Partitions or Hierarchies
GVME_Consensus Gordon-Vichi Macroeconomic Consensus Partition Data
Kinship82_Consensus Gordon-Vichi Kinship82 Consensus Partition Data
Kinship82 Rosenberg-Kim Kinship Terms Partition Data
GVME Gordon-Vichi Macroeconomic Partition Ensemble Data
addtree Additive Tree Distances
cl_bag Bagging for Clustering
cl_membership Memberships of Partitions
cl_ensemble Cluster Ensembles
cl_dissimilarity Dissimilarity Between Partitions or Hierarchies
cl_consensus Consensus Partitions and Hierarchies
cl_pam K-Medoids Partitions of Clusterings
cl_object_names Find Object Names
hierarchy Hierarchies
kmedoids K-Medoids Clustering
cl_fuzziness Partition Fuzziness
cl_pclust Prototype-Based Partitions of Clusterings
cl_boot Bootstrap Resampling of Clustering Algorithms
ls_fit_ultrametric Least Squares Fit of Ultrametrics to Dissimilarities
cl_classes Cluster Classes
n_of_classes Classes in a Partition
cl_predict Predict Memberships
partition Partitions
n_of_objects Number of Objects in a Partition or Hierarchy
cl_prototypes Partition Prototypes
cl_medoid Medoid Partitions and Hierarchies
l1_fit_ultrametric Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
cl_margin Membership Margins
fit_ultrametric_target Fit Dissimilarities to a Hierarchy
pclust Prototype-Based Partitioning
cl_validity Validity Measures for Partitions and Hierarchies
lattice Cluster Lattices
cl_tabulate Tabulate Vector Objects
cl_ultrametric Ultrametrics of Hierarchies
ls_fit_addtree Least Squares Fit of Additive Tree Distances to Dissimilarities
ls_fit_sum_of_ultrametrics Least Squares Fit of Sums of Ultrametrics to Dissimilarities
solve_LSAP Solve Linear Sum Assignment Problem
sumt Sequential Unconstrained Minimization Technique
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Vignettes of clue

Name
clue.Rnw
cluster.bib
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Details

Encoding UTF-8
License GPL-2
NeedsCompilation yes
Packaged 2020-12-02 13:44:38 UTC; hornik
Repository CRAN
Date/Publication 2020-12-03 18:47:03 UTC

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