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clue (version 0.3-22)
Cluster ensembles
Description
CLUster Ensembles
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Install
install.packages('clue')
Monthly Downloads
50,210
Version
0.3-22
License
GPL-2
Maintainer
Kurt Hornik
Last Published
September 23rd, 2023
Functions in clue (0.3-22)
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predict
Predict Memberships
validity
Validity Measures for Partitions and Hierarchies
tabulate
Tabulate Vector Objects
hierarchy
Hierarchies
ls_fit_sum_of_ultrametrics
Least Squares Fit of Sums of Ultrametrics to Dissimilarities
cl_object_names
Find Object Names
n_of_objects
Number of Objects in a Partition or Hierarchy
classes
Cluster Classes
Phonemes
Miller-Nicely Consonant Phoneme Confusion Data
GVME_Consensus
Gordon-Vichi Macroeconomic Consensus Partition Data
fit_ultrametric_target
Fit Dissimilarities to a Hierarchy
partition
Partitions
lattice
Cluster Lattices
CKME
Cassini Data Partitions Obtained by K-Means
bag
Bagging for Clustering
consensus
Consensus Partitions and Hierarchies
membership
Memberships of Partitions
Cassini
Cassini Data
Kinship82
Rosenberg-Kim Kinship Terms Partition Data
pam
K-Medoids Partitions of Clusterings
sumt
Sequential Unconstrained Minimization Technique
ensemble
Cluster Ensembles
dissimilarity
Dissimilarity Between Partitions or Hierarchies
boot
Bootstrap Resampling of Clustering Algorithms
pclust
Prototype-Based Partitions of Clusterings
ls_fit_ultrametric
Least Squares Fit of Ultrametrics to Dissimilarities
margin
Membership Margins
fuzziness
Partition Fuzziness
prototypes
Partition Prototypes
kmedoids
K-Medoids Clustering
medoid
Medoid Partitions and Hierarchies
solve_LSAP
Solve Linear Sum Assignment Problem
Kinship82_Consensus
Gordon-Vichi Kinship82 Consensus Partition Data
agreement
Agreement Between Partitions or Hierarchies
ultrametric
Ultrametrics of Hierarchies
GVME
Gordon-Vichi Macroeconomic Partition Ensemble Data
addtree
Least Squares Fit of Additive Tree Distances to Dissimilarities
n_of_classes
Classes in a Partition
l1_fit_ultrametric
Least Absolute Deviation Fit of Ultrametrics to Dissimilarities