Package index • 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 (Weka)
mlr_learners_clust.agnes LearnerClustAgnes: Agglomerative Nesting 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.clara LearnerClustCLARA: CLARA 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: DBSCAN Clustering Learner
mlr_learners_clust.dbscan_fpc LearnerClustDBSCANfpc: DBSCAN Clustering Learner (fpc)
mlr_learners_clust.diana LearnerClustDiana: Divisive Analysis 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.flexmix LearnerClustFlexmix: Finite Mixture Model Clustering Learner
mlr_learners_clust.genie LearnerClustGenie: Genie Hierarchical Clustering Learner
mlr_learners_clust.hclust LearnerClustHclust: Hierarchical Clustering Learner
mlr_learners_clust.hdbscan LearnerClustHDBSCAN: HDBSCAN Clustering Learner
mlr_learners_clust.kcca LearnerClustKCCA: K-Centroids Cluster Analysis Learner
mlr_learners_clust.kkmeans LearnerClustKKMeans: Kernel K-Means Clustering Learner
mlr_learners_clust.kmeans LearnerClustKMeans: K-Means Clustering Learner
mlr_learners_clust.kproto LearnerClustKProto: K-Prototypes Clustering Learner
mlr_learners_clust.mclust LearnerClustMclust: Gaussian Mixture Model Clustering Learner
mlr_learners_clust.meanshift LearnerClustMeanShift: Mean Shift Clustering Learner
mlr_learners_clust.movMF LearnerClustMovMF: von Mises-Fisher Mixture Clustering Learner
mlr_learners_clust.optics LearnerClustOPTICS: OPTICS Clustering Learner
mlr_learners_clust.pam LearnerClustPAM: Partitioning Around Medoids Clustering Learner
mlr_learners_clust.protoclust LearnerClustProtoclust: Prototype Hierarchical Clustering Learner
mlr_learners_clust.skmeans LearnerClustSKMeans: Spherical K-Means Clustering Learner
mlr_learners_clust.som LearnerClustSOM: Self-Organizing Maps Clustering Learner
mlr_learners_clust.specc LearnerClustSpectral: Spectral Clustering Learner
mlr_learners_clust.stdbscan LearnerClustSTDBSCAN: ST-DBSCAN Clustering Learner
mlr_learners_clust.tclust LearnerClustTclust: Robust Trimmed 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