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XGBoost · LightGBM projects
Final-year project topics built with XGBoost · LightGBM — working builds, abstracts and honest quotation pricing.
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Employee Attrition Prediction using Machine Learning
This project trains gradient-boosting classifiers on the IBM HR Analytics dataset (1,470 employees, 35 features) to predict w...
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Student Performance Prediction using Machine Learning
This project builds a machine-learning model that predicts a student's final grade from study habits, past performance and ba...
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Built to order
Water Potability Prediction using Machine Learning
This project builds a machine-learning classifier that predicts whether a water sample is potable from nine physicochemical l...
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