def Predictor.champion_predict(self, data, preprocess=False) [source]
Predict with the Champion Production Agent on input data.
The champion is the final production model selected
during the Selection stage. This is the primary
inference method for production scoring.
Parameters
data : pDF
Input data.
preprocess : bool
If True, applies the champion’s full preprocessing
pipeline before prediction. If False, expects
pre-processed data.
pipeline before prediction. If False, expects
pre-processed data.
Returns
AgentPredictorResult
P(class=1) + production model metadata.