{"id":21279831,"url":"https://github.com/abderrahmane-stack/care_price_prediction","last_synced_at":"2025-07-29T06:32:52.514Z","repository":{"id":259981402,"uuid":"879974316","full_name":"abderrahmane-stack/Care_Price_Prediction","owner":"abderrahmane-stack","description":"\"A machine learning project predicting car prices based on various features like make, model, year, engine specs, and more. 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It leverages linear regression and data preprocessing techniques to provide accurate predictions based on several vehicle attributes.\n\n## Table of Contents\n Project Overview\n Features\n\n## Project Overview\nThe goal of this project is to develop a predictive model for car prices based on historical vehicle data. By analyzing features such as make, model, year, engine specifications, and more, the model aims to provide an estimated price for different cars.\n\n## Features\nData Preprocessing: Handles missing values, encodes categorical features, and scales numerical data.\nFeature Engineering: Selection and transformation of relevant features to improve model accuracy.\nMachine Learning Model: Uses linear regression to predict car prices.\nEvaluation Metrics: Measures the performance of the model using Mean Absolute Error (MAE), Mean Squared Error (MSE), and R-squared values.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabderrahmane-stack%2Fcare_price_prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabderrahmane-stack%2Fcare_price_prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabderrahmane-stack%2Fcare_price_prediction/lists"}