cave.analyzer.pimp_comparison_table module

class cave.analyzer.pimp_comparison_table.PimpComparisonTable(pimp, evaluators, sort_table_by, cs, out_fn, threshold=0.05)[source]

Bases: cave.analyzer.base_analyzer.BaseAnalyzer

Create a html-table over all evaluated parameter-importance-methods. Parameters are sorted after their average importance.

get_html(d=None, tooltip=None)[source]

General reports in html-format, to be easily integrated in html-code. ALSO FOR BOKEH-OUTPUT.

Returns

script, div – header and body part of html-code

Return type

str, str

get_jupyter()[source]

Depending on analysis, this creates jupyter-notebook compatible output.

get_static_plots() → List[str]

Returns plot-paths, if any are available

Returns

plot_paths – returns list of strings

Return type

List[str]

get_table()

Get table, if available

plot()[source]