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