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XGBoost projects

Final-year project topics built with XGBoost — working builds, abstracts and honest quotation pricing.

Cover image of the house price prediction project, showing the HomeValue estimator app with a price estimate and feature-importance explanation chart.
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House Price Prediction using Machine Learning

A regression system that predicts house prices from features like area, bedrooms, location and amenities using XGBoost and Ra...

Python XGBoost Random Forest
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Cover thumbnail image for the Loan Approval Prediction using Machine Learning project.
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Loan Approval Prediction using Machine Learning

A fintech classifier that predicts loan approval from applicant income, credit history, employment and loan features. The app...

Python XGBoost scikit-learn
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Loan Default Prediction using Machine Learning — project thumbnail preview
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Loan Default Prediction using Machine Learning

This project builds a machine-learning credit-risk model that estimates the 12-month probability of default for retail loan a...

XGBoost scikit-learn Jupyter notebook
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T20 Cricket Score Prediction using Machine Learning — project thumbnail preview
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T20 Cricket Score Prediction using Machine Learning

This project builds two machine-learning models for T20 cricket — a regressor that predicts the final innings total from any...

XGBoost Matplotlib Jupyter notebook
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