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89-percent-accuracy

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igirishkumar / Seattle-King-County-House-Price-Prediction-ML-89Percent

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CatBoost achieves $50,860 MAE (89.25% accurate) on King County house prices. 8 preprocessing versions | 7 models | Full ablation study | Production-ready. From raw chaos to 10.75% error — preprocessing is 80% of ML.

real-estate python machine-learning regression kaggle xgboost data-preprocessing seattle house-price-prediction portfolio-project catboost ml-pipeline king-county 89-percent-accuracy
  • Updated Nov 10, 2025
  • Python

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