Visualization for Classification Decision Boundaries

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Documentation for package ‘classbound’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

as_classbound	Convert a fitted model into a classbound object
boundary_compute	Compute the classification decision boundary
boundary_explore_nd	Explore high-dimensional classification boundaries
boundary_workflow_set	Compute classification boundaries for a workflow_set
classbound	Visualize a classification decision boundary
classbound_palette	Generate deterministic colors for classification classes
data69_1	Waveform Dataset (UCI)
explorapp	Shiny app to visually explore and compare classification boundaries for built-in, custom, and tidymodels algorithms in 2D
export_data_csv	Export data to CSV
export_metrics_csv	Export comparison metrics to CSV
export_models_rds	Export fitted models to RDS
export_plots_pdf	Export ggplot objects to a multi-page PDF
export_plots_png	Export ggplot objects to individual PNG files in a directory
fit_model	Fit a machine learning model
fit_model.character	Fit a machine learning model
fit_model.default	Fit a machine learning model
fit_model.function	Fit a machine learning model
plot.classbound	Plot a classbound model boundary
plot.classbound_boundary	Plot a computed boundary
plot_boundary	Visualize the classification decision boundary
predict.classbound	Predict using a classbound model
predict.classbound_multi	Predict using a classbound model
predict_model	Predict using a fitted classbound model
preprocess_data	Preprocess data before model fitting
print.classbound	Print a classbound model
print.classbound_multi	Print a classbound model
simulate_mixsim	Simulate data using Gaussian mixture models
simu_n	Simulate multivariate normal data for multiple classes
summary.classbound	Summarize a classbound model
summary.classbound_multi	Summarize a classbound model