# Cluster Extension for 'mlr3'

## Documentation for package ‘mlr3cluster’ version 0.5.0

- DESCRIPTION file
- Package NEWS
- Package README

## 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