Car-Price-Predictor

Made using Linear Regression and Lasso Regression in Python.

Models

Two models made are using:-
1)Linear Regression.
2)Lasso Regression.

Accuracy in terms of R Square Error

Linear Regression:-

On Training Data:- 0.8799451660493709

On Testing Data:- 0.8365766715026535

Linear Regression:-

On Training Data:- 0.8427856123435794

On Testing Data:- 0.8709167941173195

NOTE:- A split of 90%-10% was done to seperate Training and Testing Data respectively.

Conclusion and Outakes

The Lasso Regression Model has better accuracy on Testing Data when compared with the Linear Regression Model.
The Linear Regression Model works better than the Lasso Regression Model on the Training Data.