Package: mlr3cluster 0.3.0
Maximilian Mücke
mlr3cluster: Cluster Extension for 'mlr3'
Extends the 'mlr3' package with cluster analysis.
Authors:
mlr3cluster_0.3.0.tar.gz
mlr3cluster_0.3.0.zip(r-4.7)mlr3cluster_0.3.0.zip(r-4.6)mlr3cluster_0.3.0.zip(r-4.5)
mlr3cluster_0.3.0.tgz(r-4.6-any)mlr3cluster_0.3.0.tgz(r-4.5-any)
mlr3cluster_0.3.0.tar.gz(r-4.7-any)mlr3cluster_0.3.0.tar.gz(r-4.6-any)
mlr3cluster_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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
Pkgdown/docs site:https://mlr3cluster.mlr-org.com
cluster-analysisclusteringmlr3
Last updated from:d2dcf709c3 (on v0.3.0). Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 192 | ||
| source / vignettes | OK | 254 | ||
| linux-release-x86_64 | OK | 213 | ||
| macos-release-arm64 | OK | 124 | ||
| macos-oldrel-arm64 | OK | 134 | ||
| windows-devel | OK | 172 | ||
| windows-release | OK | 172 | ||
| windows-oldrel | OK | 155 | ||
| wasm-release | OK | 136 |
Exports:as_prediction_clustas_task_clustLearnerClustLearnerClustAgnesLearnerClustAPLearnerClustBICOLearnerClustBIRCHLearnerClustCLARALearnerClustCMeansLearnerClustCobwebLearnerClustDBSCANLearnerClustDBSCANfpcLearnerClustDianaLearnerClustEMLearnerClustFannyLearnerClustFarthestFirstLearnerClustFeaturelessLearnerClustHclustLearnerClustHDBSCANLearnerClustKKMeansLearnerClustKMeansLearnerClustKProtoLearnerClustMclustLearnerClustMeanShiftLearnerClustMiniBatchKMeansLearnerClustOPTICSLearnerClustPAMLearnerClustProtoclustLearnerClustSimpleKMeansLearnerClustSpectralLearnerClustXMeansMeasureClustPredictionClustTaskClust
Dependencies:backportscheckmateclasscliclustercodetoolsdata.tableDEoptimRdigestdiptestevaluateflexmixfpcfuturefuture.applyglobalskernlablatticelgrlistenvMASSmclustmiraimlbenchmlr3mlr3measuresmlr3miscmodeltoolsnanonextnnetpalmerpenguinsparadoxparallellyprabclusPRROCR6rlangrobustbaseuuid
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 Nesting Clustering Learner | LearnerClustAgnes mlr_learners_clust.agnes |
| Affinity Propagation Clustering Learner | LearnerClustAP mlr_learners_clust.ap |
| BICO Clustering Learner | LearnerClustBICO mlr_learners_clust.bico |
| BIRCH Clustering Learner | LearnerClustBIRCH mlr_learners_clust.birch |
| CLARA Clustering Learner | LearnerClustCLARA mlr_learners_clust.clara |
| Fuzzy C-Means Clustering Learner | LearnerClustCMeans mlr_learners_clust.cmeans |
| Cobweb Clustering Learner | LearnerClustCobweb mlr_learners_clust.cobweb |
| DBSCAN Clustering Learner | LearnerClustDBSCAN mlr_learners_clust.dbscan |
| DBSCAN Clustering Learner (fpc) | LearnerClustDBSCANfpc mlr_learners_clust.dbscan_fpc |
| Divisive Analysis 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 |
| Hierarchical Clustering Learner | LearnerClustHclust mlr_learners_clust.hclust |
| 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 |
| K-Prototypes Clustering Learner | LearnerClustKProto mlr_learners_clust.kproto |
| Mini Batch K-Means Clustering Learner | LearnerClustMiniBatchKMeans mlr_learners_clust.MBatchKMeans |
| Gaussian Mixture Model Clustering Learner | LearnerClustMclust mlr_learners_clust.mclust |
| Mean Shift Clustering Learner | LearnerClustMeanShift mlr_learners_clust.meanshift |
| OPTICS Clustering Learner | LearnerClustOPTICS mlr_learners_clust.optics |
| Partitioning Around Medoids Clustering Learner | LearnerClustPAM mlr_learners_clust.pam |
| Prototype Hierarchical Clustering Learner | LearnerClustProtoclust mlr_learners_clust.protoclust |
| K-Means Clustering Learner (Weka) | LearnerClustSimpleKMeans mlr_learners_clust.SimpleKMeans |
| Spectral Clustering Learner | LearnerClustSpectral mlr_learners_clust.specc |
| 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 |
