astra.compare

Functions

run(CV_results, main_metric, sec_metrics[, ...])

Compare the results of different models using the CV results.
astra.compare.run(CV_results: list[str], main_metric: str, sec_metrics: list[str], parametric: str | bool = 'auto') → None[source]

Compare the results of different models using the CV results.

Parameters:

  • CV_results (list of str) -- List of paths to directories containing the CV results.

  • main_metric (str) -- The main metric to use for comparison.

  • sec_metrics (list of str) -- Secondary metrics to use for comparison.

  • parametric (str or bool, default="auto") -- Whether to use parametric tests. If 'auto', the assumptions of parametric tests will be checked, and parametric tests will be used if the assumptions are met.

Return type:

None