Cluster Extension for 'mlr3'

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Documentation for package ‘mlr3cluster’ version 0.5.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

A L M P T

mlr3cluster-package

mlr3cluster: Cluster Extension for 'mlr3'

-- A --

as_prediction_clust	Convert to a Cluster Prediction
as_prediction_clust.data.frame	Convert to a Cluster Prediction
as_prediction_clust.PredictionClust	Convert to a Cluster Prediction
as_task_clust	Convert to a Cluster Task
as_task_clust.data.frame	Convert to a Cluster Task
as_task_clust.DataBackend	Convert to a Cluster Task
as_task_clust.formula	Convert to a Cluster Task
as_task_clust.TaskClust	Convert to a Cluster Task

-- L --

LearnerClust	Cluster Learner
LearnerClustAgnes	Agglomerative Nesting Clustering Learner
LearnerClustAP	Affinity Propagation Clustering Learner
LearnerClustBICO	BICO Clustering Learner
LearnerClustBIRCH	BIRCH Clustering Learner
LearnerClustCLARA	CLARA Clustering Learner
LearnerClustCMeans	Fuzzy C-Means Clustering Learner
LearnerClustCobweb	Cobweb Clustering Learner
LearnerClustDBSCAN	DBSCAN Clustering Learner
LearnerClustDBSCANfpc	DBSCAN Clustering Learner (fpc)
LearnerClustDiana	Divisive Analysis Clustering Learner
LearnerClustEM	Expectation-Maximization Clustering Learner
LearnerClustFanny	Fuzzy Analysis Clustering Learner
LearnerClustFarthestFirst	Farthest First Clustering Learner
LearnerClustFeatureless	Featureless Clustering Learner
LearnerClustFlexmix	Finite Mixture Model Clustering Learner
LearnerClustGenie	Genie Hierarchical Clustering Learner
LearnerClustGMeans	G-Means Clustering Learner
LearnerClustHclust	Hierarchical Clustering Learner
LearnerClustHDBSCAN	HDBSCAN Clustering Learner
LearnerClustKCCA	K-Centroids Cluster Analysis Learner
LearnerClustKKMeans	Kernel K-Means Clustering Learner
LearnerClustKMeans	K-Means Clustering Learner
LearnerClustKMeansRcpp	K-Means Clustering Learner from ClusterR
LearnerClustKModes	K-Modes Clustering Learner
LearnerClustKProto	K-Prototypes Clustering Learner
LearnerClustMclust	Gaussian Mixture Model Clustering Learner
LearnerClustMeanShift	Mean Shift Clustering Learner
LearnerClustMiniBatchKMeans	Mini Batch K-Means Clustering Learner
LearnerClustMovMF	von Mises-Fisher Mixture Clustering Learner
LearnerClustOPTICS	OPTICS Clustering Learner
LearnerClustPAM	Partitioning Around Medoids Clustering Learner
LearnerClustProtoclust	Prototype Hierarchical Clustering Learner
LearnerClustSimpleKMeans	K-Means Clustering Learner (Weka)
LearnerClustSKMeans	Spherical K-Means Clustering Learner
LearnerClustSOM	Self-Organizing Maps Clustering Learner
LearnerClustSpectral	Spectral Clustering Learner
LearnerClustSTDBSCAN	ST-DBSCAN Clustering Learner
LearnerClustTclust	Robust Trimmed Clustering Learner
LearnerClustXMeans	X-Means Clustering Learner

-- M --

MeasureClust	Cluster Measure
mlr3cluster	mlr3cluster: Cluster Extension for 'mlr3'
mlr_learners_clust.agnes	Agglomerative Nesting Clustering Learner
mlr_learners_clust.ap	Affinity Propagation Clustering Learner
mlr_learners_clust.bico	BICO Clustering Learner
mlr_learners_clust.birch	BIRCH Clustering Learner
mlr_learners_clust.clara	CLARA Clustering Learner
mlr_learners_clust.cmeans	Fuzzy C-Means Clustering Learner
mlr_learners_clust.cobweb	Cobweb Clustering Learner
mlr_learners_clust.dbscan	DBSCAN Clustering Learner
mlr_learners_clust.dbscan_fpc	DBSCAN Clustering Learner (fpc)
mlr_learners_clust.diana	Divisive Analysis Clustering Learner
mlr_learners_clust.em	Expectation-Maximization Clustering Learner
mlr_learners_clust.fanny	Fuzzy Analysis Clustering Learner
mlr_learners_clust.featureless	Featureless Clustering Learner
mlr_learners_clust.ff	Farthest First Clustering Learner
mlr_learners_clust.flexmix	Finite Mixture Model Clustering Learner
mlr_learners_clust.genie	Genie Hierarchical Clustering Learner
mlr_learners_clust.gmeans	G-Means Clustering Learner
mlr_learners_clust.hclust	Hierarchical Clustering Learner
mlr_learners_clust.hdbscan	HDBSCAN Clustering Learner
mlr_learners_clust.kcca	K-Centroids Cluster Analysis Learner
mlr_learners_clust.kkmeans	Kernel K-Means Clustering Learner
mlr_learners_clust.kmeans	K-Means Clustering Learner
mlr_learners_clust.kmeans_rcpp	K-Means Clustering Learner from ClusterR
mlr_learners_clust.kmodes	K-Modes Clustering Learner
mlr_learners_clust.kproto	K-Prototypes Clustering Learner
mlr_learners_clust.MBatchKMeans	Mini Batch K-Means Clustering Learner
mlr_learners_clust.mclust	Gaussian Mixture Model Clustering Learner
mlr_learners_clust.meanshift	Mean Shift Clustering Learner
mlr_learners_clust.movMF	von Mises-Fisher Mixture Clustering Learner
mlr_learners_clust.optics	OPTICS Clustering Learner
mlr_learners_clust.pam	Partitioning Around Medoids Clustering Learner
mlr_learners_clust.protoclust	Prototype Hierarchical Clustering Learner
mlr_learners_clust.SimpleKMeans	K-Means Clustering Learner (Weka)
mlr_learners_clust.skmeans	Spherical K-Means Clustering Learner
mlr_learners_clust.som	Self-Organizing Maps Clustering Learner
mlr_learners_clust.specc	Spectral Clustering Learner
mlr_learners_clust.stdbscan	ST-DBSCAN Clustering Learner
mlr_learners_clust.tclust	Robust Trimmed Clustering Learner
mlr_learners_clust.xmeans	X-Means Clustering Learner
mlr_measures_clust.avg_between	Average Between-Cluster Distance
mlr_measures_clust.avg_within	Average Within-Cluster Distance
mlr_measures_clust.ch	Calinski Harabasz Pseudo F-Statistic
mlr_measures_clust.davies_bouldin	Davies-Bouldin Index
mlr_measures_clust.dunn	Dunn Index
mlr_measures_clust.dunn2	Dunn2 Index
mlr_measures_clust.entropy	Entropy
mlr_measures_clust.pearsongamma	Pearson Gamma
mlr_measures_clust.silhouette	Rousseeuw's Silhouette Quality Index
mlr_measures_clust.sse_ratio	Within/Total Sum of Squares Ratio
mlr_measures_clust.wb_ratio	Within/Between Ratio
mlr_measures_clust.wss	Within Sum of Squares
mlr_tasks_ruspini	Ruspini Cluster Task
mlr_tasks_usarrests	US Arrests Cluster Task

-- P --

PredictionClust

Prediction Object for Cluster Analysis

-- T --

TaskClust

Cluster Task