summarize_pvalue_significance

summarize_pvalue_significance#

mlproject.plotting.distance_correlation.summarize_pvalue_significance(pvals, significance_func=significance_stars)[source]#

Summarize p-value significance across a matrix for plot title.

If all cells have the same significance level, returns a summary like ‘all cells: p < 0.01’. Otherwise, returns the legend mapping for significance stars.

Parameters:
  • pvals (pd.DataFrame) – Matrix of p-values.

  • significance_func (callable, optional) – Function mapping a p-value to a significance start string.

Returns:

A summary of p-value significance.

Return type:

str