logml.report.views.feature_importance

Classes

FeatureImportanceSummaryView(cfg, global_params)

Feature importance summary: - methods overview - global feature importance (individual results aggregated) - importance heatmaps (individual results visualized) - heatmaps for subsets of features - specific vizualizations - target vs other features scatter
class logml.report.views.feature_importance.FeatureImportanceSummaryView(cfg: GlobalConfig, global_params: dict)

Bases: object

Feature importance summary: - methods overview - global feature importance (individual results aggregated) - importance heatmaps (individual results visualized)

  • heatmaps for subsets of features

  • specific vizualizations

  • target vs other features scatter

VIEW_ID = 'feature_importance'
HEADER = 'Feature Selection'
get_cells()

View workflow generator - returns all required cells.