> ## Documentation Index
> Fetch the complete documentation index at: https://aidflow.aigensys.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent3PredictorWorker.transform

**def Agent3PredictorWorker.transform**(self, data) [\[source\]](https://github.com/aigensys-labs/aidflow/blob/main/AID/\TRUENAS\aig_modeling_Products\AID\1_0_Lib\AID\learner\agents\agent3_predictor.py#L493)

Apply the trained agent to generate P(class=1) probabilities.

#### Parameters

**`data`** : *`pDF`*
Input data containing the selected WOE features.

#### Returns

*`Agent3Result`*
Predictions + full feature lineage metadata.


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