What is the optimum number of steps we should take?

#1

What is the optimum number of steps we should take?
How do we decide this?

#2

hey @lintasheelkumar ,
There is no such rule with which you can get optimum number of steps to be taken.
It depends upon the data.
So , when you are done with feature engineering and just left with making a model.
Then you initially try some random steps manually , and get an idea of the range of steps to be taken that might be best for this model.
For example , your model works much better when number of steps are in range 100-130.
So now , you can perform grid search or simply create a loop that iterates from 100 to 130 and check what scores do you achieve on each iteration at validation data.

With this , you can get what value will be the most optimum for the current model .

I hope this helps.

#3

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