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berkustun's profile
Berk Ustun
Berk Ustun
Berk Ustun
@berkustun

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Berk Ustun

@berkustun

Postdoc at @Harvard CS. I work on fairness and interpretability in machine learning and causal inference. MIT PhD. Cal Bear.🇨🇭🇹🇷

Cambridge, MA
berkustun.com
Joined March 2009

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    Berk Ustun‏ @berkustun 2 Nov 2018

    Berk Ustun Retweeted Journal of Machine Learning Research

    15+ years after the release of the randomForests package... Someone finally discovers a key bug in the way that RFs use categorical input variables.https://twitter.com/JmlrOrg/status/1058445343547969537 …

    Berk Ustun added,

    Journal of Machine Learning Research @JmlrOrg
    "Random Forests, Decision Trees, and Categorical Predictors: The ``Absent Levels'' Problem", by Timothy C. Au. http://jmlr.org/papers/v19/16-474.html …
    1:16 PM - 2 Nov 2018
    • 9 Retweets
    • 17 Likes
    • James Pitt Stephen Pfohl Lucas Caccia Mathieu Morey Andrew Brown Jeff Kao yang Ariel Herbert-Voss Arthur Jackson
    1 reply 9 retweets 17 likes
      1. New conversation
      2. Otis Reid‏ @otis_reid 4 Nov 2018
        Replying to @berkustun @jon_m_rob

        There had been stuff floating around about this — but it is pretty egregious. https://roamanalytics.com/2016/10/28/are-categorical-variables-getting-lost-in-your-random-forests/ …

        1 reply 0 retweets 2 likes
      3. 1 more reply

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