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I Trained Six Models for Fraud Detection, and the Best One Isn't in Production

中文摘要

通过欺诈检测项目,作者探讨了评估指标与实际生产决策之间的差距,解释了为何表现最好的模型并未被投入应用。

English Summary

A fraud detection project explores the gap between evaluation metrics and production decisions, explaining why the best-performing model was not deployed.

原文节选

What a final-year project taught me about the gap between evaluation metrics and production decisions The post I Trained Six Models for Fraud Detection, and the Best One Isn't in Production appeared first on Towards Data Science.