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clue (version 0.3-27)

Cluster ensembles

Description

CLUster Ensembles

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Version

Install

install.packages('clue')

Monthly Downloads

58,228

Version

0.3-27

License

GPL-2

Maintainer

Kurt Hornik

Last Published

March 11th, 2009

Functions in clue (0.3-27)

Phonemes

Miller-Nicely Consonant Phoneme Confusion Data
boot

Bootstrap Resampling of Clustering Algorithms
CKME

Cassini Data Partitions Obtained by K-Means
ls_fit_sum_of_ultrametrics

Least Squares Fit of Sums of Ultrametrics to Dissimilarities
GVME_Consensus

Gordon-Vichi Macroeconomic Consensus Partition Data
fit_ultrametric_target

Fit Dissimilarities to a Hierarchy
Kinship82_Consensus

Gordon-Vichi Kinship82 Consensus Partition Data
pam

K-Medoids Partitions of Clusterings
ultrametric

Ultrametrics of Hierarchies
n_of_objects

Number of Objects in a Partition or Hierarchy
pclust

Prototype-Based Partitions of Clusterings
classes

Cluster Classes
sumt

Sequential Unconstrained Minimization Technique
n_of_classes

Classes in a Partition
cl_object_names

Find Object Names
agreement

Agreement Between Partitions or Hierarchies
predict

Predict Memberships
ensemble

Cluster Ensembles
Kinship82

Rosenberg-Kim Kinship Terms Partition Data
fuzziness

Partition Fuzziness
margin

Membership Margins
GVME

Gordon-Vichi Macroeconomic Partition Ensemble Data
kmedoids

K-Medoids Clustering
hierarchy

Hierarchies
bag

Bagging for Clustering
dissimilarity

Dissimilarity Between Partitions or Hierarchies
addtree

Least Squares Fit of Additive Tree Distances to Dissimilarities
l1_fit_ultrametric

Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
ls_fit_ultrametric

Least Squares Fit of Ultrametrics to Dissimilarities
lattice

Cluster Lattices
prototypes

Partition Prototypes
solve_LSAP

Solve Linear Sum Assignment Problem
membership

Memberships of Partitions
tabulate

Tabulate Vector Objects
medoid

Medoid Partitions and Hierarchies
partition

Partitions
Cassini

Cassini Data
consensus

Consensus Partitions and Hierarchies
validity

Validity Measures for Partitions and Hierarchies