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Permitted range #426
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I am using DiCE for my YouTube data. The variable of interest is view count, which is a continuous variable. Since my variable of interest is continuous, I used RandomForestRegressor() rather than RandomForestClassifier() as the case for binary or multiclass classification problem.
I share some key lines of code here.
The issue is that I got most outputs outside the
permitted_range
. Most (sometimes all) 'word_unique' and 'video_duration' do not belong to [30,40], and [200,300], respectively. I tried many times with many other ranges but I faced the same issue.I also would like to add 'word_count' together with 'word_unique' to
permitted_range
so that 'word_unique' is always smaller than or equal to 'word_count'. Can I set up a condition like 'word_unique' <= 'word_count' withinpermitted_range
? (alternative solution is that, ifpermitted_range
works correctly, then I can assign values of 'word_unique' <= values of 'word_count')I see a similar issue raised before #284 but it seems this issue wasn't solved yet.
Is this a bug? Can someone help to check this issue? Thanks!
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