Tools to visualize the results of a classification of cases. The graphical displays include stacked plots, silhouette plots, quasi residual plots, and class maps. Implements the techniques described and illustrated in Raymaekers J., Rousseeuw P.J., Hubert M. (2021). Class maps for visualizing classification results. \emph{Technometrics}, 64(2), 151â165. \doi{10.1080/00401706.2021.1927849} (open access) and Raymaekers J., Rousseeuw P.J.(2021). Silhouettes and quasi residual plots for neural nets and tree-based classifiers. \emph{Journal of Computational and Graphical Statistics}, 31(4), 1332â1343. \doi{10.1080/10618600.2022.2050249}. Examples can be found in the vignettes: "Discriminant_analysis_examples","K_nearest_neighbors_examples", "Support_vector_machine_examples", "Rpart_examples", "Random_forest_examples", and "Neural_net_examples".
Version: 1.2.5 Depends: R (≥ 4.1.0) Imports: stats, graphics, ggplot2, robustbase, e1071, cellWise, cluster, kernlab, gridExtra, rpart, randomForest Suggests: knitr, reshape2, svd, rpart.plot, nnet, robCompositions, rmarkdown Published: 2025-06-18 DOI: 10.32614/CRAN.package.classmap Author: Jakob Raymaekers [aut, cre], Peter Rousseeuw [aut] Maintainer: Jakob Raymaekers <jakob.raymaekers at kuleuven.be> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://doi.org/10.1080/00401706.2021.1927849, https://doi.org/10.1080/10618600.2022.2050249 NeedsCompilation: no CRAN checks: classmap results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=classmap to link to this page.
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