Function reference • mlr3cluster

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.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