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by aimor
1411 days ago
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Yes, I've been looking at using decision trees for explaining models that are difficult to understand. Currently seeing useful results on real data sets. If you're interested, I've implemented parts of TREPAN [1] and it's very approachable. However it's also important to have interpretable features which is a whole other thing. [1] https://research.cs.wisc.edu/machine-learning/shavlik-group/... |
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