mlproject.postprocess.utils

Misc postprocessing utility functions

Functions

caclulate_percent_folds_improved	Calculate the percentage of folds that showed improvement from baseline to new scores.
calculate_cohens_d_av	Calculate Cohen's d_av between two sets of scores.
calculate_relative_percentage_improvement	Calculate the relative percentage improvement from baseline to new scores.
get_ttest_summary_df	Get t-test model summary dataframe including effect size and relative improvement.
load_cv_results	Load cross-validation results and aggregate test MAE errors.
mean_absolute_percentage_error	Compute mean absolute percentage error, masked
significance_stars	Return significance stars based on p-value