Interactive 'shiny' GUI for the 'earth' Package


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Documentation for package ‘earthUI’ version 0.1.3

Help Pages

build_allowed_function Build an allowed function for earth()
build_allowed_matrix Build an allowed interaction matrix
detect_categoricals Detect likely categorical variables in a data frame
detect_types Detect column types in a data frame
fit_earth Fit an earth model
format_anova Format ANOVA decomposition
format_model_equation Format earth model as LaTeX equation
format_summary Format earth model summary
format_variable_importance Format variable importance
import_data Import data from CSV or Excel files
launch Launch the earthUI Shiny application
list_g_functions List g-function groups from a fitted earth model
plot_actual_vs_predicted Plot actual vs predicted values
plot_contribution Plot variable contribution
plot_correlation_matrix Plot correlation matrix
plot_g_contour Plot g-function as a static contour (for reports)
plot_g_function Plot g-function contribution
plot_g_persp Plot g-function as a static 3D perspective (for reports)
plot_partial_dependence Plot partial dependence
plot_qq Plot Q-Q plot of residuals
plot_residuals Plot residual diagnostics
plot_variable_importance Plot variable importance
render_report Render an earth model report
validate_types Validate declared column types against actual data