All functions

LearnerClust

Cluster Learner

MeasureClust

Cluster Measure

PredictionClust

Prediction Object for Cluster Analysis

TaskClust

Cluster Task

mlr3cluster-package

mlr3cluster: Cluster Extension for 'mlr3'

mlr_learners_clust.FF

Farthest First Clustering Algorithm Learner

mlr_learners_clust.MiniBatchKMeans

Mini Batch K-Means Cluster Learner

mlr_learners_clust.SimpleKMeans

K Means Clustering Algorithm Learner from Weka

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 Clustering Learner

mlr_learners_clust.diana

Divisive Hierarchical Clustering Learner

mlr_learners_clust.em

Expectation-Maximization Clustering Learner

mlr_learners_clust.fanny

Fuzzy Analysis Cluster Learner

mlr_learners_clust.featureless

Featureless Clustering Learner

mlr_learners_clust.hclust

Agglomerative Hierarchical Clustering Learner

mlr_learners_clust.kkmeans

Kernel K-Means Clustering Learner

mlr_learners_clust.kmeans

KMeans Cluster Learner

mlr_learners_clust.meanshift

Mean Shift Clustering Learner

mlr_learners_clust.pam

Partitioning Around Medoids Cluster Learner

mlr_learners_clust.xmeans

X-means Cluster Learner

mlr_measures_clust.ch

Calinski Harabasz Pseudo F-Statistic

mlr_measures_clust.db

Davies-Bouldin Cluster Separation Measure

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_usarrests

US Arrests Cluster Task