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Weather Analysis with Apache Spark 📊

Python

Some pictures of the project 💣 image

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Model used in project

  • LinearRegression
    • Result: Root Mean Squared Error (RMSE): 6.797060013251237 R-squared (R2): 0.49382941068349395
  • RandomForestRegressor
    • Result: Random Forest RMSE: 4.589382240299312
  • GBTRegressor (best result)
    • Result: GBT RMSE: 3.3165151342090855 GBT R2: 0.8794912268299956

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