Learn R Programming

⚠️There's a newer version (0.3-65) of this package.Take me there.

clue (version 0.3-8)

Cluster ensembles

Description

CLUster Ensembles

Copy Link

Version

Install

install.packages('clue')

Monthly Downloads

50,210

Version

0.3-8

License

GPL

Maintainer

Kurt Hornik

Last Published

September 23rd, 2023

Functions in clue (0.3-8)

ultrametric

Ultrametrics of Hierarchies
CKME

Cassini Data Partitions Obtained by K-Means
membership

Memberships of Partitions
margin

Membership Margins
Cassini

Cassini Data
agreement

Agreement Between Partitions or Hierarchies
boot

Bootstrap Resampling of Clustering Algorithms
prototypes

Partition Prototypes
Phonemes

Miller-Nicely Consonant Phoneme Confusion Data
fit_ultrametric_target

Fit Dissimilarities to a Hierarchy
predict

Predict Memberships
pclust

Prototype-Based Partitions of Clusterings
hierarchy

Hierarchies
lattice

Cluster Lattices
n_of_objects

Number of Objects in a Partition or Hierarchy
fuzziness

Partition Fuzziness
cl_object_names

Find Object Names
addtree

Least Squares Fit of Additive Tree Distances to Dissimilarities
solve_LSAP

Solve Linear Sum Assignment Problem
ls_fit_ultrametric

Least Squares Fit of Ultrametrics to Dissimilarities
Kinship82

Rosenberg-Kim Kinship Terms Partition Data
tabulate

Tabulate Vector Objects
GVME

Gordon-Vichi Macroeconomic Partition Ensemble Data
validity

Validity Measures for Partitions and Hierarchies
medoid

Medoid Partitions and Hierarchies
classes

Cluster Classes
consensus

Consensus Partitions and Hierarchies
partition

Partitions
n_of_classes

Classes in a Partition
Kinship82_Consensus

Gordon-Vichi Kinship82 Consensus Partition Data
bag

Bagging for Clustering
ensemble

Cluster Ensembles
dissimilarity

Dissimilarity Between Partitions or Hierarchies
GVME_Consensus

Gordon-Vichi Macroeconomic Consensus Partition Data