https://github.com/gakas14/xgboost_carevaluation

https://github.com/gakas14/xgboost_carevaluation

Last synced: 8 days ago
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• Host: GitHub
• URL: https://github.com/gakas14/xgboost_carevaluation
• Owner: gakas14
• Created: 2021-07-03T09:33:22.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-07-03T09:48:38.000Z (over 3 years ago)
• Last Synced: 2023-11-28T06:30:05.706Z (12 months ago)
• Language: HTML
• Size: 150 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# XGBoost_CarEvaluation

The used car market has significantly grown in recent times, with clients ranging from used car dealers and buyers. You are provided with a car evaluation dataset that has features like price, doors, safety, and so on.

Actions to Perform:

1. Predict the condition of a vehicle based on its features.

2. Plot the most important features.

3. Train multiple classifiers and compare the accuracy.

  - LinearRegression.

  - KNN.

  - RandomForest.

  - XGBoost.

  

4. Evaluate the XGBoost model with K-fold cross-validation.