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Interpretable Decision Sets: A Joint Framework for Description and Prediction
One of the most important obstacles to deploying predictive models is the fact that humans do not understand and trust them. Knowing which variables are important in a model’s prediction and how they are combined can be very powerful in helping people understand and trust automatic decision making s...
Αποθηκεύτηκε σε:
| Τόπος έκδοσης: | KDD |
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| Κύριοι συγγραφείς: | , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2016
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5108651/ https://ncbi.nlm.nih.gov/pubmed/27853627 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/2939672.2939874 |
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