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classmap  

Visualizing Classification Results
View on CRAN: Click here


Download and install classmap package within the R console
Install from CRAN:
install.packages("classmap")

Install from Github:
library("remotes")
install_github("cran/classmap")

Install by package version:
library("remotes")
install_version("classmap", "1.2.3")



Attach the package and use:
library("classmap")
Maintained by
Jakob Raymaekers
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-10
Latest Update: 2023-04-23
Description:
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, Rousseeuw and Hubert (2021), Class maps for visualizing classification results, Technometrics, appeared online. (open access) and Raymaekers and Rousseeuw (2021), Silhouettes and quasi residual plots for neural nets and tree-based classifiers, . 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".
How to cite:
Jakob Raymaekers (2021). classmap: Visualizing Classification Results. R package version 1.2.3, https://cran.r-project.org/web/packages/classmap
Previous versions and publish date:
1.0.0 (2021-05-10 09:52), 1.1.0 (2021-06-27 16:50), 1.1.1 (2021-07-25 15:40), 1.2.0 (2022-01-09 23:22)
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