Cluster Extension for 'mlr3'

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Documentation for package ‘mlr3cluster’ version 0.4.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

mlr3cluster-package	mlr3cluster: Cluster Extension for 'mlr3'
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
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
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
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
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.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.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.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
PredictionClust	Prediction Object for Cluster Analysis
TaskClust	Cluster Task