def Predictor.agent1_predict(self, data, preprocess=False) [source]
Predict with Agent 1 on input data.
Parameters
data : pDF
Input data.
preprocess : bool
If True, applies the full preprocessing pipeline
(clean → encode) before prediction. If False,
expects WOE-encoded data.
(clean → encode) before prediction. If False,
expects WOE-encoded data.
Returns
Agent1Result
P(class=1) + feature lineage metadata.