@avibryant @tixxit did you see this paper about explaining black box models? http://www.blackboxworkshop.org/pdf/Turner2015_MES.pdf …
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@avibryant@b0rk I like the idea of standardizing on a general explanation output (and we can cheat really easily with RFs). -
@tixxit@avibryant the definition of a scoring function seems super useful & I'm impressed that they got an interpretable image result -
@b0rk@avibryant If we have the "input density" though, I do kind of wonder what simply building a decision tree on a sample would yield -
@tixxit@avibryant it seems nontrivial to do calculations using the input density (but I think it's possible for a random forest) -
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New conversation -
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