Package: clue 0.3-65

clue: Cluster Ensembles

CLUster Ensembles.

Authors:Kurt Hornik [aut, cre], Walter Böhm [ctb]

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clue/json (API)

# Install 'clue' in R:
install.packages('clue', repos = c('https://kurthornik.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • CKME - Cassini Data Partitions Obtained by K-Means
  • Cassini - Cassini Data
  • GVME - Gordon-Vichi Macroeconomic Partition Ensemble Data
  • GVME_Consensus - Gordon-Vichi Macroeconomic Consensus Partition Data
  • Kinship82 - Rosenberg-Kim Kinship Terms Partition Data
  • Kinship82_Consensus - Gordon-Vichi Kinship82 Consensus Partition Data
  • Phonemes - Miller-Nicely Consonant Phoneme Confusion Data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

9.68 score 2 stars 384 packages 476 scripts 44k downloads 10 mentions 52 exports 1 dependencies

Last updated 1 years agofrom:22fdd1b449. Checks:OK: 3 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-win-x86_64OKNov 06 2024
R-4.5-linux-x86_64OKNov 06 2024
R-4.4-win-x86_64NOTENov 06 2024
R-4.4-mac-x86_64NOTENov 06 2024
R-4.4-mac-aarch64NOTENov 06 2024
R-4.3-win-x86_64NOTENov 06 2024
R-4.3-mac-x86_64NOTENov 06 2024
R-4.3-mac-aarch64NOTENov 06 2024

Exports:as.cl_addtreeas.cl_class_idsas.cl_dendrogramas.cl_ensembleas.cl_hard_partitionas.cl_hierarchyas.cl_membershipas.cl_partitionas.cl_ultrametriccl_agreementcl_bagcl_bootcl_class_idscl_classescl_consensuscl_dissimilaritycl_ensemblecl_fuzzinesscl_joincl_margincl_medoidcl_meetcl_membershipcl_object_namescl_pamcl_pclustcl_predictcl_prototypescl_tabulatecl_ultrametriccl_validityis.cl_dendrogramis.cl_ensembleis.cl_hard_partitionis.cl_hierarchyis.cl_partitionis.cl_soft_partitionkmedoidsl1_fit_ultrametricl1_fit_ultrametric_targetls_fit_addtreels_fit_centroidls_fit_sum_of_ultrametricsls_fit_ultrametricls_fit_ultrametric_targetn_of_classesn_of_objectspclustpclust_familypclust_objectsolve_LSAPsumt

Dependencies:cluster

CLUster Ensembles

Rendered fromclue.Rnwusingutils::Sweaveon Nov 06 2024.

Last update: 2016-12-02
Started: 2012-01-24

Readme and manuals

Help Manual

Help pageTopics
Additive Tree Distancesas.cl_addtree
Cassini DataCassini
Cassini Data Partitions Obtained by K-MeansCKME
Agreement Between Partitions or Hierarchiescl_agreement
Bagging for Clusteringcl_bag
Bootstrap Resampling of Clustering Algorithmscl_boot
Cluster Classescl_classes
Consensus Partitions and Hierarchiescl_consensus
Dissimilarity Between Partitions or Hierarchiescl_dissimilarity
Cluster Ensemblesas.cl_ensemble cl_ensemble is.cl_ensemble
Partition Fuzzinesscl_fuzziness
Membership Marginscl_margin
Medoid Partitions and Hierarchiescl_medoid
Memberships of Partitionsas.cl_membership cl_membership
Find Object Namescl_object_names
K-Medoids Partitions of Clusteringscl_pam
Prototype-Based Partitions of Clusteringscl_pclust
Predict Membershipscl_predict
Partition Prototypescl_prototypes
Tabulate Vector Objectscl_tabulate
Ultrametrics of Hierarchiesas.cl_ultrametric cl_ultrametric
Validity Measures for Partitions and Hierarchiescl_validity cl_validity.default
Fit Dissimilarities to a Hierarchyl1_fit_ultrametric_target ls_fit_ultrametric_target
Gordon-Vichi Macroeconomic Partition Ensemble DataGVME
Gordon-Vichi Macroeconomic Consensus Partition DataGVME_Consensus
Hierarchiesas.cl_dendrogram as.cl_hierarchy cl_dendrogram cl_hierarchy is.cl_dendrogram is.cl_hierarchy plot.cl_dendrogram
Rosenberg-Kim Kinship Terms Partition DataKinship82
Gordon-Vichi Kinship82 Consensus Partition DataKinship82_Consensus
K-Medoids Clusteringkmedoids
Least Absolute Deviation Fit of Ultrametrics to Dissimilaritiesl1_fit_ultrametric
Cluster Latticescl_join cl_meet Ops.cl_dendrogram Ops.cl_hierarchy Ops.cl_partition Summary.cl_hierarchy Summary.cl_partition
Least Squares Fit of Additive Tree Distances to Dissimilaritiesls_fit_addtree ls_fit_centroid
Least Squares Fit of Sums of Ultrametrics to Dissimilaritiesls_fit_sum_of_ultrametrics
Least Squares Fit of Ultrametrics to Dissimilaritiesls_fit_ultrametric
Classes in a Partitionas.cl_class_ids cl_class_ids n_of_classes
Number of Objects in a Partition or Hierarchyn_of_objects
Partitionsas.cl_hard_partition as.cl_partition cl_hard_partition cl_partition is.cl_hard_partition is.cl_partition is.cl_soft_partition
Prototype-Based Partitioningpclust pclust_family pclust_object
Miller-Nicely Consonant Phoneme Confusion DataPhonemes
Solve Linear Sum Assignment Problemsolve_LSAP
Sequential Unconstrained Minimization Techniquesumt