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clue (version 0.3-25)
Cluster ensembles
Description
CLUster Ensembles
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Install
install.packages('clue')
Monthly Downloads
50,210
Version
0.3-25
License
GPL-2
Maintainer
Kurt Hornik
Last Published
September 23rd, 2023
Functions in clue (0.3-25)
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margin
Membership Margins
n_of_objects
Number of Objects in a Partition or Hierarchy
Cassini
Cassini Data
bag
Bagging for Clustering
l1_fit_ultrametric
Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
predict
Predict Memberships
consensus
Consensus Partitions and Hierarchies
boot
Bootstrap Resampling of Clustering Algorithms
dissimilarity
Dissimilarity Between Partitions or Hierarchies
partition
Partitions
prototypes
Partition Prototypes
CKME
Cassini Data Partitions Obtained by K-Means
Kinship82
Rosenberg-Kim Kinship Terms Partition Data
validity
Validity Measures for Partitions and Hierarchies
agreement
Agreement Between Partitions or Hierarchies
Kinship82_Consensus
Gordon-Vichi Kinship82 Consensus Partition Data
sumt
Sequential Unconstrained Minimization Technique
fuzziness
Partition Fuzziness
GVME
Gordon-Vichi Macroeconomic Partition Ensemble Data
ls_fit_sum_of_ultrametrics
Least Squares Fit of Sums of Ultrametrics to Dissimilarities
classes
Cluster Classes
ls_fit_ultrametric
Least Squares Fit of Ultrametrics to Dissimilarities
addtree
Least Squares Fit of Additive Tree Distances to Dissimilarities
medoid
Medoid Partitions and Hierarchies
hierarchy
Hierarchies
solve_LSAP
Solve Linear Sum Assignment Problem
tabulate
Tabulate Vector Objects
kmedoids
K-Medoids Clustering
lattice
Cluster Lattices
GVME_Consensus
Gordon-Vichi Macroeconomic Consensus Partition Data
pam
K-Medoids Partitions of Clusterings
ensemble
Cluster Ensembles
Phonemes
Miller-Nicely Consonant Phoneme Confusion Data
pclust
Prototype-Based Partitions of Clusterings
n_of_classes
Classes in a Partition
ultrametric
Ultrametrics of Hierarchies
fit_ultrametric_target
Fit Dissimilarities to a Hierarchy
cl_object_names
Find Object Names
membership
Memberships of Partitions