Cluster Extension for 'mlr3'

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Documentation for package ‘mlr3cluster’ version 0.1.9

• 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 Hierarchical Clustering Learner
LearnerClustAP	Affinity Propagation Clustering Learner
LearnerClustCMeans	Fuzzy C-Means Clustering Learner
LearnerClustCobweb	Cobweb Clustering Learner
LearnerClustDBSCAN	Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner
LearnerClustDBSCANfpc	Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner
LearnerClustDiana	Divisive Hierarchical Clustering Learner
LearnerClustEM	Expectation-Maximization Clustering Learner
LearnerClustFanny	Fuzzy Analysis Clustering Learner
LearnerClustFarthestFirst	Farthest First Clustering Learner
LearnerClustFeatureless	Featureless Clustering Learner
LearnerClustHclust	Agglomerative Hierarchical Clustering Learner
LearnerClustHDBSCAN	Hierarchical DBSCAN (HDBSCAN) Clustering Learner
LearnerClustKKMeans	Kernel K-Means Clustering Learner
LearnerClustKMeans	K-Means Clustering Learner
LearnerClustMclust	Gaussian Mixture Models-Based Clustering Learner
LearnerClustMeanShift	Mean Shift Clustering Learner
LearnerClustMiniBatchKMeans	Mini Batch K-Means Clustering Learner
LearnerClustOPTICS	Ordering Points to Identify the Clustering Structure (OPTICS) Clustering Learner
LearnerClustPAM	Partitioning Around Medoids Clustering Learner
LearnerClustSimpleKMeans	K-Means Clustering Learner from Weka
LearnerClustXMeans	X-means Clustering Learner
MeasureClust	Cluster Measure
mlr3cluster	mlr3cluster: Cluster Extension for 'mlr3'
mlr_learners_clust.agnes	Agglomerative Hierarchical Clustering Learner
mlr_learners_clust.ap	Affinity Propagation Clustering Learner
mlr_learners_clust.cmeans	Fuzzy C-Means Clustering Learner
mlr_learners_clust.cobweb	Cobweb Clustering Learner
mlr_learners_clust.dbscan	Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner
mlr_learners_clust.dbscan_fpc	Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner
mlr_learners_clust.diana	Divisive Hierarchical 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.hclust	Agglomerative Hierarchical Clustering Learner
mlr_learners_clust.hdbscan	Hierarchical DBSCAN (HDBSCAN) Clustering Learner
mlr_learners_clust.kkmeans	Kernel K-Means Clustering Learner
mlr_learners_clust.kmeans	K-Means Clustering Learner
mlr_learners_clust.MBatchKMeans	Mini Batch K-Means Clustering Learner
mlr_learners_clust.mclust	Gaussian Mixture Models-Based Clustering Learner
mlr_learners_clust.meanshift	Mean Shift Clustering Learner
mlr_learners_clust.optics	Ordering Points to Identify the Clustering Structure (OPTICS) Clustering Learner
mlr_learners_clust.pam	Partitioning Around Medoids Clustering Learner
mlr_learners_clust.SimpleKMeans	K-Means Clustering Learner from Weka
mlr_learners_clust.xmeans	X-means Clustering Learner
mlr_measures_clust.ch	Calinski Harabasz Pseudo F-Statistic
mlr_measures_clust.dunn	Dunn Index
mlr_measures_clust.silhouette	Rousseeuw's Silhouette Quality Index
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