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What is Simple Linear Regression with scikit-learn about?

A food delivery service recorded delivery time and time taken for orders to be sorted to improve services. A simple linear regression model was built with delivery time as the target variable. Log, exponential, and polynomial transformations were applied and RMSE and correlation values were recorded for each. The log transformation model had the lowest RMSE and was selected as best. The final model was fitted on training and test split data, and the final RMSE value was reported.

Author

Sravani Adapa

Language

EN