Amazon Supply Chain Intelligence Delay Predictor
High accuracy multi-class delivery delay predictor (On-Time/At Risk/Delayed)
- DataCo Supply Chain dataset (180k orders)
- Advanced feature engineering (Haversine distance, risk scores)
- Ensemble ML (Logistic Regression + Decision Tree + Random Forest)
- SMOTE imbalance handling
- Streamlit dashboard
- SHAP explainability
pip install -r requirements.txt
python preprocess.py
python train.py
streamlit run app.py