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clue (version 0.3-32)
Cluster ensembles
Description
CLUster Ensembles
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Install
install.packages('clue')
Monthly Downloads
50,210
Version
0.3-32
License
GPL-2
Maintainer
Kurt Hornik
Last Published
October 18th, 2009
Functions in clue (0.3-32)
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cl_predict
Predict Memberships
cl_ensemble
Cluster Ensembles
cl_ultrametric
Ultrametrics of Hierarchies
GVME_Consensus
Gordon-Vichi Macroeconomic Consensus Partition Data
cl_dissimilarity
Dissimilarity Between Partitions or Hierarchies
pclust
Prototype-Based Partitioning
cl_classes
Cluster Classes
Phonemes
Miller-Nicely Consonant Phoneme Confusion Data
Cassini
Cassini Data
cl_membership
Memberships of Partitions
l1_fit_ultrametric
Least Absolute Deviation Fit of Ultrametrics to Dissimilarities
cl_consensus
Consensus Partitions and Hierarchies
cl_pam
K-Medoids Partitions of Clusterings
cl_margin
Membership Margins
cl_prototypes
Partition Prototypes
lattice
Cluster Lattices
cl_validity
Validity Measures for Partitions and Hierarchies
cl_tabulate
Tabulate Vector Objects
n_of_classes
Classes in a Partition
partition
Partitions
ls_fit_ultrametric
Least Squares Fit of Ultrametrics to Dissimilarities
cl_boot
Bootstrap Resampling of Clustering Algorithms
solve_LSAP
Solve Linear Sum Assignment Problem
hierarchy
Hierarchies
kmedoids
K-Medoids Clustering
Kinship82_Consensus
Gordon-Vichi Kinship82 Consensus Partition Data
CKME
Cassini Data Partitions Obtained by K-Means
fit_ultrametric_target
Fit Dissimilarities to a Hierarchy
cl_agreement
Agreement Between Partitions or Hierarchies
ls_fit_sum_of_ultrametrics
Least Squares Fit of Sums of Ultrametrics to Dissimilarities
cl_fuzziness
Partition Fuzziness
cl_object_names
Find Object Names
cl_bag
Bagging for Clustering
Kinship82
Rosenberg-Kim Kinship Terms Partition Data
GVME
Gordon-Vichi Macroeconomic Partition Ensemble Data
cl_pclust
Prototype-Based Partitions of Clusterings
n_of_objects
Number of Objects in a Partition or Hierarchy
addtree
Least Squares Fit of Additive Tree Distances to Dissimilarities
cl_medoid
Medoid Partitions and Hierarchies
sumt
Sequential Unconstrained Minimization Technique