Package index • imputetoolkit

All functions

evaluate_results(): Evaluate results: print, plot, and suggest best method

evaluator(): evaluator

get_eval_list(): Collect true-vs-imputed evaluation lists from evaluator() output

plot_density_all(): Plot consolidated density comparisons for all columns and methods

plot_density_per_column(): Plot density comparisons of true vs imputed values for one column

plot_metrics(): Plot evaluation metrics

print(<evaluator>): Print Evaluator Results

print_metrics(): Print evaluation metrics for imputation methods

suggest_best_method(): Suggest the best imputation method separately for numeric and categorical columns

summary(<evaluator>): Summarize Evaluator Results