2018/12/10に開催されたLINE Developer Meetup #47 in Fukuokaでの登壇資料です

1. - LINE Fukuoka
2018/12/10
LINE Developer Meetup #47 in Fukuoka

2. Engineering
LINE Fukuoka
TATEISHI KENGO
@tkengo
@tkengo

3. •
• LIME
Agenda

4. Engineering
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6. Engineering
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7. Engineering
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8. Engineering
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9. Engineering
https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf
“Why Should I Trust You?”
Explaining the Predictions of Any Classifier
LIME

10. Engineering
(x) = argmin
g G
z,z Z
x(z)(f(z) g(z ))2
+ (g)
g

11. https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf

12. https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf

13. https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf

14. https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf

15. THANK YOU