# Cluster Extension for 'mlr3'

## Documentation for package ‘mlr3cluster’ version 0.1.12

- 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
LearnerClustBICO | BICO Clustering Learner
LearnerClustBIRCH | BIRCH 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.bico | BICO Clustering Learner
mlr_learners_clust.birch | BIRCH 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