subtopic

Load once, predict, return explanations

Load the model once at start-up (not on every request), turn the validated input into a one-row DataFrame, predict the probability, apply your business threshold, and return the decision with the model version and the top reasons. Add a batch endpoint for many rows.

Builds on: S13 · Build: Save, Pipeline & Local Deployment