How to improve r2 score

#1

Since i got 97% of r2 score, I am wondering how can i improve this score

#2

hey @maitraanirban25,
thinking to achieve 100 % is good thing , but in machine learning practice its not a good thing. As a model which is 100 % correct is not possible ,even a human cant be such accurate.
But to increase it a bit like 1-2% more , you can different models and techniques like random Forest , Boosting technique etc.
They will surely help you to improve.

I hope this would have resolved your doubt.
Thank You and Happy Coding. :slightly_smiling_face: