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DataFunTalk
DataFunTalk
Dec 28, 2022 · Artificial Intelligence

Automated Feature Engineering and Modeling for Credit Risk: A DataFun Case Study

This article explains how DataFun’s automated feature engineering and modeling platform dramatically reduces credit‑risk model development time from weeks to days by standardizing feature creation, integrating popular algorithms such as LR, XGBoost and LightGBM, and providing comprehensive evaluation, deployment and monitoring capabilities.

AIautomated feature engineeringcredit risk
0 likes · 14 min read
Automated Feature Engineering and Modeling for Credit Risk: A DataFun Case Study
DataFunTalk
DataFunTalk
Jan 21, 2019 · Artificial Intelligence

Applying Automated Feature Engineering and Auto Modeling to Risk Control Scenarios

This article explains how automated feature engineering and auto‑modeling techniques dramatically reduce development time and improve performance in fraud‑risk detection, detailing the underlying RFM concepts, feature generation workflow, model selection, evaluation, deployment, and continuous monitoring within a risk‑control platform.

auto modelingautomated feature engineeringfraud detection
0 likes · 14 min read
Applying Automated Feature Engineering and Auto Modeling to Risk Control Scenarios