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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    1. mat kelcey‏ @mat_kelcey 26 Sep 2019

      someone tried to convince me that held out data wasn't useful 🤔

      6 replies 0 retweets 25 likes
      François Chollet‏Verified account @fchollet 26 Sep 2019
      Replying to @mat_kelcey

      It's well-known that you're able to report higher metrics to your boss when you evaluate your model on the training data. Clearly validation data only gets in the way of 100% accuracy

      2:47 PM - 26 Sep 2019
      • 18 Likes
      • Sam Witteveen Daniel Pl Masoud666 Sharon Zhou Ben Hamner Jordan Inturrisi 𝕭𝖗𝖔𝖙𝖀𝖓𝖉𝕾𝖆𝖋𝖙 🇩🇪 Tim H
      1 reply 0 retweets 18 likes
        1. New conversation
        2. mat kelcey‏ @mat_kelcey 26 Sep 2019
          Replying to @fchollet

          They did at least follow it up with "but I've got no experience building a real model so I might be wrong"... Might be...

          1 reply 0 retweets 3 likes
        3. Pete Skomoroch‏Verified account @peteskomoroch 26 Sep 2019
          Replying to @mat_kelcey @fchollet

          Related problem: only testing ML models via downstream impact on live data via AB tests. Has anyone written about the pitfalls of this?

          3 replies 0 retweets 5 likes
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