Package: mlr3cluster 0.4.0

Maximilian Mücke

mlr3cluster: Cluster Extension for 'mlr3'

Extends the 'mlr3' package with cluster analysis.

Authors:Maximilian Mücke [aut, cre], Damir Pulatov [aut], Michel Lang [aut], Marc Becker [ctb]

mlr3cluster_0.4.0.tar.gz
mlr3cluster_0.4.0.tar.gz(r-4.7-any)mlr3cluster_0.4.0.tar.gz(r-4.6-any)
mlr3cluster_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mlr3cluster/json (API)
NEWS

# Install 'mlr3cluster' in R:
install.packages('mlr3cluster', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mlr-org/mlr3cluster/issues

Pkgdown/docs site:https://mlr3cluster.mlr-org.com

On CRAN:

Conda:

4.64 score 2 packages 57 scripts 6.3k downloads 42 exports 26 dependencies

Last updated from:99b8c464af. Checks:4 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK208
source / vignettesOK265
linux-release-x86_64OK191
wasm-releaseOK138

Exports:as_prediction_clustas_task_clustLearnerClustLearnerClustAgnesLearnerClustAPLearnerClustBICOLearnerClustBIRCHLearnerClustCLARALearnerClustCMeansLearnerClustCobwebLearnerClustDBSCANLearnerClustDBSCANfpcLearnerClustDianaLearnerClustEMLearnerClustFannyLearnerClustFarthestFirstLearnerClustFeaturelessLearnerClustFlexmixLearnerClustGenieLearnerClustHclustLearnerClustHDBSCANLearnerClustKCCALearnerClustKKMeansLearnerClustKMeansLearnerClustKProtoLearnerClustMclustLearnerClustMeanShiftLearnerClustMiniBatchKMeansLearnerClustMovMFLearnerClustOPTICSLearnerClustPAMLearnerClustProtoclustLearnerClustSimpleKMeansLearnerClustSKMeansLearnerClustSOMLearnerClustSpectralLearnerClustSTDBSCANLearnerClustTclustLearnerClustXMeansMeasureClustPredictionClustTaskClust

Dependencies:backportscheckmatecliclustercodetoolsdata.tabledigestevaluatefuturefuture.applyglobalslgrlistenvmiraimlbenchmlr3mlr3measuresmlr3miscnanonextpalmerpenguinsparadoxparallellyPRROCR6rlanguuid

Readme and manuals

Help Manual

Help pageTopics
mlr3cluster: Cluster Extension for 'mlr3'mlr3cluster-package mlr3cluster
Convert to a Cluster Predictionas_prediction_clust as_prediction_clust.data.frame as_prediction_clust.PredictionClust
Convert to a Cluster Taskas_task_clust as_task_clust.data.frame as_task_clust.DataBackend as_task_clust.formula as_task_clust.TaskClust
Cluster LearnerLearnerClust
Cluster MeasureMeasureClust
Agglomerative Nesting Clustering LearnerLearnerClustAgnes mlr_learners_clust.agnes
Affinity Propagation Clustering LearnerLearnerClustAP mlr_learners_clust.ap
BICO Clustering LearnerLearnerClustBICO mlr_learners_clust.bico
BIRCH Clustering LearnerLearnerClustBIRCH mlr_learners_clust.birch
CLARA Clustering LearnerLearnerClustCLARA mlr_learners_clust.clara
Fuzzy C-Means Clustering LearnerLearnerClustCMeans mlr_learners_clust.cmeans
Cobweb Clustering LearnerLearnerClustCobweb mlr_learners_clust.cobweb
DBSCAN Clustering LearnerLearnerClustDBSCAN mlr_learners_clust.dbscan
DBSCAN Clustering Learner (fpc)LearnerClustDBSCANfpc mlr_learners_clust.dbscan_fpc
Divisive Analysis Clustering LearnerLearnerClustDiana mlr_learners_clust.diana
Expectation-Maximization Clustering LearnerLearnerClustEM mlr_learners_clust.em
Fuzzy Analysis Clustering LearnerLearnerClustFanny mlr_learners_clust.fanny
Featureless Clustering LearnerLearnerClustFeatureless mlr_learners_clust.featureless
Farthest First Clustering LearnerLearnerClustFarthestFirst mlr_learners_clust.ff
Finite Mixture Model Clustering LearnerLearnerClustFlexmix mlr_learners_clust.flexmix
Genie Hierarchical Clustering LearnerLearnerClustGenie mlr_learners_clust.genie
Hierarchical Clustering LearnerLearnerClustHclust mlr_learners_clust.hclust
HDBSCAN Clustering LearnerLearnerClustHDBSCAN mlr_learners_clust.hdbscan
K-Centroids Cluster Analysis LearnerLearnerClustKCCA mlr_learners_clust.kcca
Kernel K-Means Clustering LearnerLearnerClustKKMeans mlr_learners_clust.kkmeans
K-Means Clustering LearnerLearnerClustKMeans mlr_learners_clust.kmeans
K-Prototypes Clustering LearnerLearnerClustKProto mlr_learners_clust.kproto
Mini Batch K-Means Clustering LearnerLearnerClustMiniBatchKMeans mlr_learners_clust.MBatchKMeans
Gaussian Mixture Model Clustering LearnerLearnerClustMclust mlr_learners_clust.mclust
Mean Shift Clustering LearnerLearnerClustMeanShift mlr_learners_clust.meanshift
von Mises-Fisher Mixture Clustering LearnerLearnerClustMovMF mlr_learners_clust.movMF
OPTICS Clustering LearnerLearnerClustOPTICS mlr_learners_clust.optics
Partitioning Around Medoids Clustering LearnerLearnerClustPAM mlr_learners_clust.pam
Prototype Hierarchical Clustering LearnerLearnerClustProtoclust mlr_learners_clust.protoclust
K-Means Clustering Learner (Weka)LearnerClustSimpleKMeans mlr_learners_clust.SimpleKMeans
Spherical K-Means Clustering LearnerLearnerClustSKMeans mlr_learners_clust.skmeans
Self-Organizing Maps Clustering LearnerLearnerClustSOM mlr_learners_clust.som
Spectral Clustering LearnerLearnerClustSpectral mlr_learners_clust.specc
ST-DBSCAN Clustering LearnerLearnerClustSTDBSCAN mlr_learners_clust.stdbscan
Robust Trimmed Clustering LearnerLearnerClustTclust mlr_learners_clust.tclust
X-Means Clustering LearnerLearnerClustXMeans mlr_learners_clust.xmeans
Average Between-Cluster Distancemlr_measures_clust.avg_between
Average Within-Cluster Distancemlr_measures_clust.avg_within
Calinski Harabasz Pseudo F-Statisticmlr_measures_clust.ch
Davies-Bouldin Indexmlr_measures_clust.davies_bouldin
Dunn Indexmlr_measures_clust.dunn
Dunn2 Indexmlr_measures_clust.dunn2
Entropymlr_measures_clust.entropy
Pearson Gammamlr_measures_clust.pearsongamma
Rousseeuw's Silhouette Quality Indexmlr_measures_clust.silhouette
Within/Between Ratiomlr_measures_clust.wb_ratio
Within Sum of Squaresmlr_measures_clust.wss
Ruspini Cluster Taskmlr_tasks_ruspini
US Arrests Cluster Taskmlr_tasks_usarrests
Prediction Object for Cluster AnalysisPredictionClust
Cluster TaskTaskClust