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clue (version 0.2-7)

Cluster ensembles

Description

CLUster Ensembles

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Version

Install

install.packages('clue')

Monthly Downloads

50,210

Version

0.2-7

License

GPL

Maintainer

Kurt Hornik

Last Published

September 23rd, 2023

Functions in clue (0.2-7)

GVME

Gordon-Vichi Macroeconomic Partition Ensemble Data
GVME_Consensus

Gordon-Vichi Macroeconomic Consensus Partition Data
Phonemes

Miller-Nicely Consonant Phoneme Confusion Data
agreement

Agreement Between Partitions or Hierarchies
Cassini

Cassini Data
Kinship82_Consensus

Gordon-Vichi Kinship82 Consensus Partition Data
boot

Bootstrap Resampling of Clustering Algorithms
Kinship82

Rosenberg-Kim Kinship Terms Partition Data
bag

Bagging for Clustering
CKME

Cassini Data Partitions Obtained by K-Means
clustering

Partitions and Hierarchies
consensus

Consensus Partitions and Hierarchies
fuzziness

Partition Fuzziness
ls_fit_ultrametric

Least Squares Fit of Ultrametrics to Dissimilarities
medoid

Medoid Partitions and Hierarchies
n_of_objects

Number of Objects in a Partition or Hierarchy
n_of_classes

Classes in a Partition
ultrametric

Ultrametrics of Hierarchies
membership

Memberships of Partitions
solve_LSAP

Solve Linear Sum Assignment Problem
tabulate

Tabulate Vector Objects
pclust

Prototype-Based Partitions of Clusterings
predict

Predict Memberships
dissimilarity

Dissimilarity Between Partitions or Hierarchies
ensemble

Cluster Ensembles
validity

Validity Measures for Partitions and Hierarchies
prototypes

Partition Prototypes