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clue (version 0.3-24)

Cluster ensembles

Description

CLUster Ensembles

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Version

Install

install.packages('clue')

Monthly Downloads

50,210

Version

0.3-24

License

GPL-2

Maintainer

Kurt Hornik

Last Published

September 23rd, 2023

Functions in clue (0.3-24)

Kinship82

Rosenberg-Kim Kinship Terms Partition Data
boot

Bootstrap Resampling of Clustering Algorithms
margin

Membership Margins
lattice

Cluster Lattices
ls_fit_sum_of_ultrametrics

Least Squares Fit of Sums of Ultrametrics to Dissimilarities
bag

Bagging for Clustering
validity

Validity Measures for Partitions and Hierarchies
CKME

Cassini Data Partitions Obtained by K-Means
Phonemes

Miller-Nicely Consonant Phoneme Confusion Data
consensus

Consensus Partitions and Hierarchies
pam

K-Medoids Partitions of Clusterings
solve_LSAP

Solve Linear Sum Assignment Problem
n_of_objects

Number of Objects in a Partition or Hierarchy
GVME_Consensus

Gordon-Vichi Macroeconomic Consensus Partition Data
Kinship82_Consensus

Gordon-Vichi Kinship82 Consensus Partition Data
cl_object_names

Find Object Names
kmedoids

K-Medoids Clustering
n_of_classes

Classes in a Partition
dissimilarity

Dissimilarity Between Partitions or Hierarchies
medoid

Medoid Partitions and Hierarchies
predict

Predict Memberships
classes

Cluster Classes
sumt

Sequential Unconstrained Minimization Technique
ultrametric

Ultrametrics of Hierarchies
tabulate

Tabulate Vector Objects
GVME

Gordon-Vichi Macroeconomic Partition Ensemble Data
hierarchy

Hierarchies
fuzziness

Partition Fuzziness
pclust

Prototype-Based Partitions of Clusterings
ensemble

Cluster Ensembles
agreement

Agreement Between Partitions or Hierarchies
partition

Partitions
membership

Memberships of Partitions
prototypes

Partition Prototypes
fit_ultrametric_target

Fit Dissimilarities to a Hierarchy
l1_fit_ultrametric

Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
addtree

Least Squares Fit of Additive Tree Distances to Dissimilarities
ls_fit_ultrametric

Least Squares Fit of Ultrametrics to Dissimilarities
Cassini

Cassini Data