What value of information value should be select for modeling?



I am currently solving one classification problem in which I am using logistic regression algorithm for building my classification model. For the variable selection, I am currently trying to find the information value of each independent variable.

Information value - Information Value (‘IV’) for logistic regression is analogous to correlation for linear regression.

I want to know the range of values of information value should be select for model building.


@hinduja1234- Information value helps to select the variable for modelling.
Generally we select variable with information value of 0.1 to .5 for modeling .

Hope this helps!