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JD Tech

Feb 3, 2019 · Artificial Intelligence

Credit Scoring Card Model Based on Logistic Regression: Full Development Process and Implementation

This article explains how to build a credit scoring card model using logistic regression, detailing the full development workflow—from variable selection and WOE encoding to model training, evaluation metrics like AUC and KS, and deployment considerations for risk management.

Machine LearningRisk ManagementWOE

0 likes · 8 min read

Credit Scoring Card Model Based on Logistic Regression: Full Development Process and Implementation

JD Tech Talk

Jan 29, 2019 · Artificial Intelligence

Building Credit Scoring Card Models with Logistic Regression: Full Process and Evaluation

This article explains how to construct credit scoring card models using WOE‑encoded variables and logistic regression, describes three card types for different credit scenarios, and details an eleven‑step development workflow including variable selection, modeling, scoring, and performance monitoring.

IVMachine LearningWOE

0 likes · 8 min read

Building Credit Scoring Card Models with Logistic Regression: Full Process and Evaluation