clue v0.3-55

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Cluster Ensembles

CLUster Ensembles.

Functions in clue

Name Description
cl_validity Validity Measures for Partitions and Hierarchies
fit_ultrametric_target Fit Dissimilarities to a Hierarchy
ls_fit_addtree Least Squares Fit of Additive Tree Distances to Dissimilarities
cl_prototypes Partition Prototypes
cl_predict Predict Memberships
ls_fit_sum_of_ultrametrics Least Squares Fit of Sums of Ultrametrics to Dissimilarities
partition Partitions
cl_pam K-Medoids Partitions of Clusterings
sumt Sequential Unconstrained Minimization Technique
n_of_objects Number of Objects in a Partition or Hierarchy
cl_pclust Prototype-Based Partitions of Clusterings
cl_dissimilarity Dissimilarity Between Partitions or Hierarchies
n_of_classes Classes in a Partition
lattice Cluster Lattices
kmedoids K-Medoids Clustering
hierarchy Hierarchies
l1_fit_ultrametric Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
ls_fit_ultrametric Least Squares Fit of Ultrametrics to Dissimilarities
cl_tabulate Tabulate Vector Objects
cl_ultrametric Ultrametrics of Hierarchies
pclust Prototype-Based Partitioning
solve_LSAP Solve Linear Sum Assignment Problem
Cassini Cassini Data
GVME Gordon-Vichi Macroeconomic Partition Ensemble Data
Phonemes Miller-Nicely Consonant Phoneme Confusion Data
Kinship82 Rosenberg-Kim Kinship Terms Partition Data
addtree Additive Tree Distances
Kinship82_Consensus Gordon-Vichi Kinship82 Consensus Partition Data
CKME Cassini Data Partitions Obtained by K-Means
cl_bag Bagging for Clustering
GVME_Consensus Gordon-Vichi Macroeconomic Consensus Partition Data
cl_agreement Agreement Between Partitions or Hierarchies
cl_boot Bootstrap Resampling of Clustering Algorithms
cl_fuzziness Partition Fuzziness
cl_membership Memberships of Partitions
cl_object_names Find Object Names
cl_margin Membership Margins
cl_ensemble Cluster Ensembles
cl_medoid Medoid Partitions and Hierarchies
cl_classes Cluster Classes
cl_consensus Consensus Partitions and Hierarchies
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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 2018-04-23 04:42:35 UTC; hornik
Repository CRAN
Date/Publication 2018-04-23 09:11:19 UTC

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