Improve Model Performance #1
Labels
enhancement
New feature or request
good first issue
Good for newcomers
hacktoberfest
help wanted
Extra attention is needed
As you can see the model performs very poorly, so you can do the following to improve accuracy :-
Write a new model from scratch ( XG Boost, Random Forest, Support Vector Regression etc.)
Use visualization to check co-relation between target and other features.
Check for Null values.
Try different values for parameters such change the Degree of Polynomial Function.
Use Advanced Deep Learning Models.
The optimal model accuracy should be greater than 95%.
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