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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Mikaria Gultom

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Open access Aug 2026

Explainable Ensemble Learning for Loan Approval Prediction Using XGBoost, LightGBM, and Random Forest with SHAP Analysis

An explainable ensemble learning framework for predicting loan approval using Random Forest, XGBoost, and LightGBM models is proposed and it is revealed that CreditScore, EmploymentType, and Income are the most influential factors in determining loan approval decisions.

Mikaria Gultom · 0 citations

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