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clue (version 0.3-57)

Cluster Ensembles

Description

CLUster Ensembles.

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Version

Install

install.packages('clue')

Monthly Downloads

43,423

Version

0.3-57

License

GPL-2

Maintainer

Kurt Hornik

Last Published

February 25th, 2019

Functions in clue (0.3-57)

Phonemes

Miller-Nicely Consonant Phoneme Confusion Data
addtree

Additive Tree Distances
cl_margin

Membership Margins
Cassini

Cassini Data
cl_medoid

Medoid Partitions and Hierarchies
pclust

Prototype-Based Partitioning
cl_consensus

Consensus Partitions and Hierarchies
solve_LSAP

Solve Linear Sum Assignment Problem
cl_ensemble

Cluster Ensembles
cl_fuzziness

Partition Fuzziness
cl_agreement

Agreement Between Partitions or Hierarchies
cl_bag

Bagging for Clustering
cl_pam

K-Medoids Partitions of Clusterings
cl_boot

Bootstrap Resampling of Clustering Algorithms
cl_dissimilarity

Dissimilarity Between Partitions or Hierarchies
cl_tabulate

Tabulate Vector Objects
GVME

Gordon-Vichi Macroeconomic Partition Ensemble Data
cl_pclust

Prototype-Based Partitions of Clusterings
GVME_Consensus

Gordon-Vichi Macroeconomic Consensus Partition Data
cl_classes

Cluster Classes
cl_predict

Predict Memberships
n_of_objects

Number of Objects in a Partition or Hierarchy
partition

Partitions
cl_membership

Memberships of Partitions
sumt

Sequential Unconstrained Minimization Technique
cl_object_names

Find Object Names
cl_ultrametric

Ultrametrics of Hierarchies
cl_validity

Validity Measures for Partitions and Hierarchies
cl_prototypes

Partition Prototypes
fit_ultrametric_target

Fit Dissimilarities to a Hierarchy
l1_fit_ultrametric

Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
ls_fit_ultrametric

Least Squares Fit of Ultrametrics to Dissimilarities
lattice

Cluster Lattices
n_of_classes

Classes in a Partition
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
Kinship82

Rosenberg-Kim Kinship Terms Partition Data
Kinship82_Consensus

Gordon-Vichi Kinship82 Consensus Partition Data
hierarchy

Hierarchies
kmedoids

K-Medoids Clustering
CKME

Cassini Data Partitions Obtained by K-Means