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Lekshmi2003-glitch/naive-bayes-auto-mpg
By Lekshmi2003-glitch
This project analyzes the Auto dataset to predict vehicle fuel efficiency using machine learning techniques in R. Through data preprocessing, visualization, and feature selection, a NaΓ―ve Bayes classifier was trained to classify cars as high or low mileage, achieving ~88% accuracy with strong insights into key predictors.
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This project analyzes the Auto dataset to predict vehicle fuel efficiency using machine learning techniques in R. Through data preprocessing, visualization, and feature selection, a NaΓ―ve Bayes classifier was trained to classify cars as high or low mileage, achieving ~88% accuracy with strong insights into key predictors.
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