Predicted values are compared with Scikit-learn library (Linear regression)
Check out the Book example comparision file to see the comparision of population predicted using Linear Regression created from scratch and Scikit-Learn Linear Regression. This file solves the example given in the book.
To validate and verify the correctness of the algorithm, it was also tested on dataset Indian Population dataset.
Check out the Population Prediction to see the comparision. This files predicts the population using Linear Regression without any library and then compares the output with the Scikit-learn Linear Regression predictions.
Indian Population Dataset Dataset taken from Kaggle
Example:
