def __init__(self, runscontainer):
super().__init__(runscontainer)
check_for_features(runscontainer.scenario)
formatted_budgets = format_budgets(self.runscontainer.get_budgets())
for run in self.runscontainer.get_aggregated(keep_budgets=True,
keep_folders=False):
self.result[formatted_budgets[run.budget]] = self.feat_analysis(
output_dir=run.output_dir,
scenario=run.scenario,
feat_names=run.feature_names,
feat_importance=run.share_information['feature_importance'],
)
def __init__(self,
runscontainer,
):
super().__init__(runscontainer)
check_for_features(runscontainer.scenario)
formatted_budgets = format_budgets(self.runscontainer.get_budgets())
for run in self.runscontainer.get_aggregated(keep_budgets=True, keep_folders=False):
feat_imp, plots = self.feature_importance(
pimp=run.pimp,
output_dir=run.output_dir,
)
self.result[formatted_budgets[run.budget]] = plots
# Add to run so other analysis-methods can use the information
run.share_information['feature_importance'] = feat_imp