classmap - Visualizing Classification Results
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.
<doi:10.1080/00401706.2021.1927849> (open access) and
Raymaekers and Rousseeuw (2021), Silhouettes and quasi residual
plots for neural nets and tree-based classifiers,
<arXiv:2106.08814>. 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".
