clue v0.3-54


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by Kurt Hornik

Cluster Ensembles

CLUster Ensembles.

Functions in clue

Name Description
CKME Cassini Data Partitions Obtained by K-Means
Cassini Cassini Data
Phonemes Miller-Nicely Consonant Phoneme Confusion Data
addtree Additive Tree Distances
GVME Gordon-Vichi Macroeconomic Partition Ensemble Data
GVME_Consensus Gordon-Vichi Macroeconomic Consensus Partition Data
Kinship82 Rosenberg-Kim Kinship Terms Partition Data
Kinship82_Consensus Gordon-Vichi Kinship82 Consensus Partition Data
cl_ensemble Cluster Ensembles
cl_fuzziness Partition Fuzziness
cl_consensus Consensus Partitions and Hierarchies
cl_dissimilarity Dissimilarity Between Partitions or Hierarchies
cl_tabulate Tabulate Vector Objects
cl_ultrametric Ultrametrics of Hierarchies
cl_validity Validity Measures for Partitions and Hierarchies
fit_ultrametric_target Fit Dissimilarities to a Hierarchy
pclust Prototype-Based Partitioning
solve_LSAP Solve Linear Sum Assignment Problem
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
cl_membership Memberships of Partitions
cl_object_names Find Object Names
cl_predict Predict Memberships
cl_prototypes Partition Prototypes
n_of_objects Number of Objects in a Partition or Hierarchy
cl_agreement Agreement Between Partitions or Hierarchies
cl_bag Bagging for Clustering
cl_boot Bootstrap Resampling of Clustering Algorithms
cl_classes Cluster Classes
hierarchy Hierarchies
kmedoids K-Medoids Clustering
l1_fit_ultrametric Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
partition Partitions
cl_margin Membership Margins
cl_medoid Medoid Partitions and Hierarchies
cl_pam K-Medoids Partitions of Clusterings
cl_pclust Prototype-Based Partitions of Clusterings
ls_fit_ultrametric Least Squares Fit of Ultrametrics to Dissimilarities
n_of_classes Classes in a Partition
lattice Cluster Lattices
sumt Sequential Unconstrained Minimization Technique
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Encoding UTF-8
License GPL-2
NeedsCompilation yes
Packaged 2017-08-07 13:07:01 UTC; hornik
Repository CRAN
Date/Publication 2017-08-09 05:29:36 UTC

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