Package: mlr3cluster 0.1.9
Damir Pulatov
mlr3cluster: Cluster Extension for 'mlr3'
Extends the 'mlr3' package with cluster analysis.
Authors:
mlr3cluster_0.1.9.tar.gz
mlr3cluster_0.1.9.zip(r-4.5)mlr3cluster_0.1.9.zip(r-4.4)mlr3cluster_0.1.9.zip(r-4.3)
mlr3cluster_0.1.9.tgz(r-4.4-any)mlr3cluster_0.1.9.tgz(r-4.3-any)
mlr3cluster_0.1.9.tar.gz(r-4.5-noble)mlr3cluster_0.1.9.tar.gz(r-4.4-noble)
mlr3cluster_0.1.9.tgz(r-4.4-emscripten)mlr3cluster_0.1.9.tgz(r-4.3-emscripten)
mlr3cluster.pdf |mlr3cluster.html✨
mlr3cluster/json (API)
NEWS
| # Install 'mlr3cluster' in R: |
| install.packages('mlr3cluster', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlr-org/mlr3cluster/issues
cluster-analysisclusteringmlr3
Last updated 6 months agofrom:9fcba0d5ae (on v0.1.9). Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 29 2024 |
| R-4.5-win | NOTE | Aug 29 2024 |
| R-4.5-linux | NOTE | Aug 29 2024 |
| R-4.4-win | OK | Aug 29 2024 |
| R-4.4-mac | OK | Aug 29 2024 |
| R-4.3-win | OK | Aug 29 2024 |
| R-4.3-mac | OK | Aug 29 2024 |
Exports:as_prediction_clustas_task_clustLearnerClustLearnerClustAgnesLearnerClustAPLearnerClustCMeansLearnerClustCobwebLearnerClustDBSCANLearnerClustDBSCANfpcLearnerClustDianaLearnerClustEMLearnerClustFannyLearnerClustFarthestFirstLearnerClustFeaturelessLearnerClustHclustLearnerClustHDBSCANLearnerClustKKMeansLearnerClustKMeansLearnerClustMclustLearnerClustMeanShiftLearnerClustMiniBatchKMeansLearnerClustOPTICSLearnerClustPAMLearnerClustSimpleKMeansLearnerClustXMeansMeasureClustPredictionClustTaskClust
Dependencies:backportscheckmateclassclueclustercodetoolsdata.tableDEoptimRdigestdiptestevaluateflexmixfpcfuturefuture.applyglobalskernlablatticelgrlistenvMASSmclustmlbenchmlr3mlr3measuresmlr3miscmodeltoolsnnetpalmerpenguinsparadoxparallellyprabclusPRROCR6robustbaseuuid
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| mlr3cluster: Cluster Extension for 'mlr3' | mlr3cluster-package mlr3cluster |
| Convert to a Cluster Prediction | as_prediction_clust as_prediction_clust.data.frame as_prediction_clust.PredictionClust |
| Convert to a Cluster Task | as_task_clust as_task_clust.data.frame as_task_clust.DataBackend as_task_clust.formula as_task_clust.TaskClust |
| Cluster Learner | LearnerClust |
| Cluster Measure | MeasureClust |
| Agglomerative Hierarchical Clustering Learner | LearnerClustAgnes mlr_learners_clust.agnes |
| Affinity Propagation Clustering Learner | LearnerClustAP mlr_learners_clust.ap |
| Fuzzy C-Means Clustering Learner | LearnerClustCMeans mlr_learners_clust.cmeans |
| Cobweb Clustering Learner | LearnerClustCobweb mlr_learners_clust.cobweb |
| Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner | LearnerClustDBSCAN mlr_learners_clust.dbscan |
| Density-based Spatial Clustering of Applications with Noise (DBSCAN) Clustering Learner | LearnerClustDBSCANfpc mlr_learners_clust.dbscan_fpc |
| Divisive Hierarchical Clustering Learner | LearnerClustDiana mlr_learners_clust.diana |
| Expectation-Maximization Clustering Learner | LearnerClustEM mlr_learners_clust.em |
| Fuzzy Analysis Clustering Learner | LearnerClustFanny mlr_learners_clust.fanny |
| Featureless Clustering Learner | LearnerClustFeatureless mlr_learners_clust.featureless |
| Farthest First Clustering Learner | LearnerClustFarthestFirst mlr_learners_clust.ff |
| Agglomerative Hierarchical Clustering Learner | LearnerClustHclust mlr_learners_clust.hclust |
| Hierarchical DBSCAN (HDBSCAN) Clustering Learner | LearnerClustHDBSCAN mlr_learners_clust.hdbscan |
| Kernel K-Means Clustering Learner | LearnerClustKKMeans mlr_learners_clust.kkmeans |
| K-Means Clustering Learner | LearnerClustKMeans mlr_learners_clust.kmeans |
| Mini Batch K-Means Clustering Learner | LearnerClustMiniBatchKMeans mlr_learners_clust.MBatchKMeans |
| Gaussian Mixture Models-Based Clustering Learner | LearnerClustMclust mlr_learners_clust.mclust |
| Mean Shift Clustering Learner | LearnerClustMeanShift mlr_learners_clust.meanshift |
| Ordering Points to Identify the Clustering Structure (OPTICS) Clustering Learner | LearnerClustOPTICS mlr_learners_clust.optics |
| Partitioning Around Medoids Clustering Learner | LearnerClustPAM mlr_learners_clust.pam |
| K-Means Clustering Learner from Weka | LearnerClustSimpleKMeans mlr_learners_clust.SimpleKMeans |
| X-means Clustering Learner | LearnerClustXMeans mlr_learners_clust.xmeans |
| Calinski Harabasz Pseudo F-Statistic | mlr_measures_clust.ch |
| Dunn Index | mlr_measures_clust.dunn |
| Rousseeuw's Silhouette Quality Index | mlr_measures_clust.silhouette |
| Within Sum of Squares | mlr_measures_clust.wss |
| Ruspini Cluster Task | mlr_tasks_ruspini |
| US Arrests Cluster Task | mlr_tasks_usarrests |
| Prediction Object for Cluster Analysis | PredictionClust |
| Cluster Task | TaskClust |
