Man pages for mlr3cluster
Cluster Extension for 'mlr3'
| as_prediction_clust | Convert to a Cluster Prediction |
| as_task_clust | Convert to a Cluster Task |
| LearnerClust | Cluster Learner |
| MeasureClust | Cluster Measure |
| mlr3cluster-package | 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.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.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.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 |
| PredictionClust | Prediction Object for Cluster Analysis |
| TaskClust | Cluster Task |
