pdpbox.pdp.PDPInteract¶
-
class
pdpbox.pdp.
PDPInteract
(n_classes, which_class, features, feature_types, feature_grids, pdp_isolate_outs, pdp)¶ Save pdp_interact results
Parameters: - n_classes: integer or None
number of classes for classifier, None when it is a regressor
- which_class: integer or None
for multi-class classifier, indicate which class the result belongs to
- features: list
[feature1, feature2]
- feature_types: list
[feature1 type, feature2 type]
- feature_grids: list
[feature1 grid points, feature2 grid points]
- pdp_isolate_outs: list
[feature1 pdp_isolate result, feature2 pdp_isolate result]
- pdp: pandas DataFrame
calculated PDP values for each gird combination