Bounded Outcome Risk Guard for Model Evaluation

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Documentation for package ‘BORG’ version 0.2.5

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

Help Pages

as.data.frame.BorgDiagnosis	Coerce BorgDiagnosis to Data Frame
as.data.frame.BorgRisk	Coerce BorgRisk to Data Frame
audit_importance	Audit Feature Importance Calculations
audit_predictions	Audit Predictions for Data Leakage
borg	BORG: Guard Your Model Evaluation
borg-wrappers	BORG-Guarded Cross-Validation Functions
BorgDiagnosis	BorgDiagnosis S4 Class
BorgDiagnosis-class	BorgDiagnosis S4 Class
BorgRisk	BorgRisk S4 Class
BorgRisk-class	BorgRisk S4 Class
borg_assimilate	Assimilate Leaky Evaluation Pipelines
borg_auto_check	Enable/Disable BORG Auto-Check Mode
borg_certificate	Create Validation Certificate
borg_compare_cv	Compare Random vs Blocked Cross-Validation
borg_cv	Generate Valid Cross-Validation Scheme
borg_diagnose	Diagnose Data Dependency Structure
borg_export	Export Validation Certificate
borg_group_vfold_cv	BORG-Guarded group_vfold_cv
borg_initial_split	BORG-Guarded initial_split
borg_inspect	Inspect R Objects for Evaluation Risks
borg_options	Get Current BORG Options
borg_pipeline	Validate an Entire Modeling Pipeline
borg_power	Estimate Statistical Power After Blocking
borg_register_hooks	Register BORG Hooks
borg_trainControl	BORG-Guarded trainControl
borg_unregister_hooks	Unregister BORG Hooks
borg_validate	Validate Complete Evaluation Workflow
borg_vfold_cv	BORG-Guarded vfold_cv
cv_leakage_report	Generate CV Leakage Report
plot.BorgRisk	Plot BORG Objects
plot.borg_comparison	Plot CV Comparison Results
plot.borg_result	Plot BORG Result Objects
print.borg_cv_report	Print CV Leakage Report
show-method	BorgDiagnosis S4 Class
show-method	BorgRisk S4 Class
summary.BorgDiagnosis	Summarize BORG Diagnosis
summary.BorgRisk	Summarize BORG Risk Assessment
summary.borg_cv	Summarize BORG Cross-Validation
summary.borg_pipeline	Summarize BORG Pipeline Validation
summary.borg_power	Summarize BORG Power Analysis
summary.borg_result	Summarize BORG Result