@avibryant @tixxit did you see this paper about explaining black box models? http://www.blackboxworkshop.org/pdf/Turner2015_MES.pdf …
@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
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@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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@avibryant@b0rk yeah, that was my feeling as well - 3 more replies
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@tixxit@b0rk@avibryant it's worth paying attention to the section "Comparison with decision trees" on how MES is distinct from d-trees -
@tixxit@b0rk@avibryant particularly how the splits for an explanation takes a particular observation into consideration - 2 more replies
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