logml.report.views.fi_cross_strata_comparison

Classes

CrossStrataFIComparisonView(cfg, global_params)

Cross-strata feature importance comparison: - summary of applicable stratas (for which FI results exist) - global comparison - heatmap with the stratas - for each pair of stratas - scatter with global ranks

class logml.report.views.fi_cross_strata_comparison.CrossStrataFIComparisonView(cfg: GlobalConfig, global_params: dict)

Bases: object

Cross-strata feature importance comparison: - summary of applicable stratas (for which FI results exist) - global comparison - heatmap with the stratas - for each pair of stratas

• scatter with global ranks

VIEW_ID = 'cross_strata_fi'

HEADER = 'Cross Strata Feature Importance'

get_cells()

View workflow generator - returns all required cells.