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clue (version 0.3-20)

Cluster ensembles

Description

CLUster Ensembles

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Version

Install

install.packages('clue')

Monthly Downloads

50,210

Version

0.3-20

License

GPL-2

Maintainer

Kurt Hornik

Last Published

September 23rd, 2023

Functions in clue (0.3-20)

n_of_objects

Number of Objects in a Partition or Hierarchy
Phonemes

Miller-Nicely Consonant Phoneme Confusion Data
pam

K-Medoids Partitions of Clusterings
fit_ultrametric_target

Fit Dissimilarities to a Hierarchy
membership

Memberships of Partitions
margin

Membership Margins
n_of_classes

Classes in a Partition
ls_fit_ultrametric

Least Squares Fit of Ultrametrics to Dissimilarities
ultrametric

Ultrametrics of Hierarchies
prototypes

Partition Prototypes
addtree

Least Squares Fit of Additive Tree Distances to Dissimilarities
tabulate

Tabulate Vector Objects
partition

Partitions
predict

Predict Memberships
GVME_Consensus

Gordon-Vichi Macroeconomic Consensus Partition Data
ensemble

Cluster Ensembles
classes

Cluster Classes
sumt

Sequential Unconstrained Minimization Technique
Kinship82

Rosenberg-Kim Kinship Terms Partition Data
validity

Validity Measures for Partitions and Hierarchies
kmedoids

K-Medoids Clustering
CKME

Cassini Data Partitions Obtained by K-Means
boot

Bootstrap Resampling of Clustering Algorithms
lattice

Cluster Lattices
pclust

Prototype-Based Partitions of Clusterings
dissimilarity

Dissimilarity Between Partitions or Hierarchies
consensus

Consensus Partitions and Hierarchies
bag

Bagging for Clustering
Cassini

Cassini Data
hierarchy

Hierarchies
solve_LSAP

Solve Linear Sum Assignment Problem
Kinship82_Consensus

Gordon-Vichi Kinship82 Consensus Partition Data
agreement

Agreement Between Partitions or Hierarchies
GVME

Gordon-Vichi Macroeconomic Partition Ensemble Data
cl_object_names

Find Object Names
medoid

Medoid Partitions and Hierarchies
fuzziness

Partition Fuzziness