Package index

All functions

LearnerClust

Cluster Learner

MeasureClust

Cluster Measure

PredictionClust

Prediction Object for Cluster Analysis

TaskClust

Cluster Task

as_prediction_clust()

Convert to a Cluster Prediction

as_task_clust()

Convert to a Cluster Task

mlr3cluster mlr3cluster-package

mlr3cluster: Cluster Extension for 'mlr3'

mlr_learners_clust.MBatchKMeans LearnerClustMiniBatchKMeans

Mini Batch K-Means Clustering Learner

mlr_learners_clust.SimpleKMeans LearnerClustSimpleKMeans

K-Means Clustering Learner from Weka

mlr_learners_clust.agnes LearnerClustAgnes

Agglomerative Hierarchical Clustering Learner

mlr_learners_clust.ap LearnerClustAP

Affinity Propagation Clustering Learner

mlr_learners_clust.bico LearnerClustBICO

BICO Clustering Learner

mlr_learners_clust.birch LearnerClustBIRCH

BIRCH Clustering Learner

mlr_learners_clust.cmeans LearnerClustCMeans

Fuzzy C-Means Clustering Learner

mlr_learners_clust.cobweb LearnerClustCobweb

Cobweb Clustering Learner

mlr_learners_clust.dbscan LearnerClustDBSCAN

Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner

mlr_learners_clust.dbscan_fpc LearnerClustDBSCANfpc

Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner

mlr_learners_clust.diana LearnerClustDiana

Divisive Hierarchical Clustering Learner

mlr_learners_clust.em LearnerClustEM

Expectation-Maximization Clustering Learner

mlr_learners_clust.fanny LearnerClustFanny

Fuzzy Analysis Clustering Learner

mlr_learners_clust.featureless LearnerClustFeatureless

Featureless Clustering Learner

mlr_learners_clust.ff LearnerClustFarthestFirst

Farthest First Clustering Learner

mlr_learners_clust.hclust LearnerClustHclust

Agglomerative Hierarchical Clustering Learner

mlr_learners_clust.hdbscan LearnerClustHDBSCAN

Hierarchical DBSCAN (HDBSCAN) Clustering Learner

mlr_learners_clust.kkmeans LearnerClustKKMeans

Kernel K-Means Clustering Learner

mlr_learners_clust.kmeans LearnerClustKMeans

K-Means Clustering Learner

mlr_learners_clust.mclust LearnerClustMclust

Gaussian Mixture Models-Based Clustering Learner

mlr_learners_clust.meanshift LearnerClustMeanShift

Mean Shift Clustering Learner

mlr_learners_clust.optics LearnerClustOPTICS

Ordering Points to Identify the Clustering Structure (OPTICS) Clustering Learner

mlr_learners_clust.pam LearnerClustPAM

Partitioning Around Medoids Clustering Learner

mlr_learners_clust.xmeans LearnerClustXMeans

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