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automotive-analysis

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Abhijit1407 / vehicle-price-classification

ML classification system achieving 74.2% accuracy on 426K+ Craigslist vehicle listings. XGBoost model with 0.913 AUC.

python data-science machine-learning data-mining numpy scikit-learn exploratory-data-analysis jupyter-notebook pandas seaborn xgboost matplotlib feature-engineering classification-model price-prediction vehicle-pricing craigslist-dataset automotive-analysis

Updated Oct 14, 2025
Jupyter Notebook

jose-8y786767 / vehicle-price-classification

🚗 Automate vehicle pricing classification using machine learning for Craigslist listings, improving accuracy and reducing appraisal time by 85%.

data-science machine-learning data-mining tensorflow exploratory-data-analysis keras jupyter-notebook seaborn xgboost image-classification image-recognition feature-engineering webscraping classification-model price-prediction skmultilearn craigslist-dataset automotive-analysis

Updated Dec 31, 2025
Jupyter Notebook

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