Basic program to demonstrate linear regression model of sklearn library.
- sklearn
- matplotlib
- pandas
- numpy
water.xlsx contains information about water minelas in several locations for different dates.
The output is a list of 3 simple statistics :
- Mean Squared Error
- Accuracy of the model
- Gradient Descent
Below is the output of the above program :-
-
Statistics :
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Linear regression plot :
