I wish to calculate the weight of evidence of a variable x, which is positively skewed, with over 6000 of the observations are 999 but only 200 range from 1-27. I used the code,
IV <- create_infotables(data=Test[,-1], y="class", bins=10)
However, no matter what number I used in bins parameter, I can only get 2 bins, [1,27] and [999,999]. Is there any way I can look into the [1,27] closer because they represent a lot? The output from R is shown below,
$Tables$pdays
pdays N Percent WOE IV
1 [1,27] 243 0.03807584 2.6743166 0.5267751
2 [999,999] 6139 0.96192416 -0.2230081 0.5707022