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feature-ablation

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MukundXplore / Seasonal-AQI-Analysis-Through-Classical-ML-Models

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Predict and classify Indian cities' seasonal Air Quality Index (AQI) categories using classical supervised machine learning models. Built with Python & Scikit-learn, this project implements SVM (RBF), Random Forest, and MLR pipelines, incorporating feature selection, multicollinearity (VIF) analysis, and feature ablation studies.

python data-science machine-learning random-forest scikit-learn eda classification support-vector-machine feature-engineering multicollinearity regression-analysis aqi-prediction feature-ablation
  • Updated Jul 20, 2026
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