Design a Fraud Detection System

Problem Formulation#

Clarifying the ML Objective#

ML framing: Given a payment transaction and its associated context, predict the probability that the transaction is fraudulent before the payment is authorized.

The business goal is simple: stop fraudsters from stealing money. The ML translation is a binary classification problem, where every transaction gets a fraud probability sco...