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ML Lab — 02

Credit Risk Classifier

Predicts loan-default probability from an applicant's financial profile. Ensemble model trained with SMOTE to handle class imbalance. Every prediction is logged to MongoDB.

Domain

DSAI in Finance

Tier

Tier 2 — Ensembles

Infrastructure

Pythonscikit-learnXGBoostGradioMongoDB

Algorithms

Random ForestXGBoostSVM

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