You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
removed metrics_markdown() method. Added metrics_descriptions() that
describes the metric in words.
removed PredsVsColComponent, ResidualsVsColComponent and ActualVsColComponent,
these three are now subsumed in RegressionVsColComponent.
New Features
Added tooltips everywhere throughout the dashboard to explainer
components, plots, dropdowns and toggles of the dashboard itself.
Improvements
changed colors on contributions graph and xgboost trees graph: up=green, down=red
added higher_is_better parameter. Set to False to switch green and red colors.
Clarified wording on index selector components
hiding group cats toggle everywhere when no cats are passed
passing **kwargs of ExplainerDashbaord down to all all tabs and (sub) components
so that you can configure components from an ExplainerDashboard param.
e.g. ExplainerDashboard(explainer, higher_is_better=False).run() will
pass the higher_is_better param down to all components. In the case of the
ShapContributionsGraphComponent and the XGBoostDecisionTrees component
this will cause the red and green colors to flip (normally green is up
and red is down.)