Random Forest Model Accuracy

#1

Sir am getting 82% accuracy…
How can i increase it?

#2

hey @snehill090 ,
first of all , its really good with random forest.
But as you asked some ways to try to improve are ,

  1. Feature engineering ( most important ) - creating new features , and understanding the correct ones.
  2. trying multiple models and choosing the model that works the best
  3. Hyperparameter tuning there parameters
  4. Ensemble Learning

If you apply these things correctly , then you can easily increase the model performance.

I hope this helps

#3

sorry, but multiple models?
what does this mean? I did not get…

#4

this is ensemble learning technique ,
we train multiple models and use there predictions to generate final predictions , in some sense , using the power multiple models to create a super model .

you can search about it.

1 Like
#5

I hope I’ve cleared your doubt. I ask you to please rate your experience here
Your feedback is very important. It helps us improve our platform and hence provide you
the learning experience you deserve.

On the off chance, you still have some questions or not find the answers satisfactory, you may reopen
the doubt.