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Fixes #779 Car Mileage Prediction model #780

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merged 2 commits into from
Nov 6, 2024

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Varunshiyam
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Predicting car mileage accurately is a challenge due to the influence of various factors, such as engine size, weight, and driving conditions. The goal of this project is to develop a model that can provide reliable mileage predictions across a variety of car types and conditions, which can aid users in making informed decisions about vehicle performance. The key challenges in this project include:

  • Data Quality: Variability and missing values in car-related data can impact model accuracy.
  • Feature Engineering: Identifying the most relevant features that influence mileage is crucial for prediction accuracy.
  • Generalization: Ensuring the model works well across different car models, brands, and engine types.

Fixes: #779

Proposed Changes

This project utilizes a machine learning model to predict car mileage based on various input features, such as car make, model, engine size, and driving conditions. The model is designed to help users estimate the fuel efficiency of different vehicles under different driving scenarios. It leverages supervised learning techniques to analyze historical data and generate predictions.

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github-actions bot commented Nov 5, 2024

👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly.
Don't forget to mention the issue you solved!.

To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review!

@UppuluriKalyani UppuluriKalyani merged commit c54a976 into UppuluriKalyani:main Nov 6, 2024
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github-actions bot commented Nov 6, 2024

🎉🎉 Thank you for your contribution! Your PR #780 has been merged! 🎉🎉

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Car Mileage Prediction Model
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