cave.analyzer.local_parameter_importance module

class cave.analyzer.local_parameter_importance.LocalParameterImportance(pimp, incumbent, output_dir, marginal_threshold=0.05)[source]

Bases: cave.analyzer.cave_parameter_importance.CaveParameterImportance

Wrapper for parameter_importance to save the importance-object

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

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, if available

modus: str
modus for parameter importance, from [forward-selection, ablation, fanova, lpi]