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German Shepherd don’t fuck with tradition shirt

  • Writer: cong nguyen
    cong nguyen
  • Nov 21, 2019
  • 1 min read

For me this was the German Shepherd don’t fuck with tradition shirt, but a hugely important one. Winning silver medals should be straightforward. I cannot speak to Kaggle today, but a couple of years ago, after learning the basics of ensembling and good cross validation practices, I would have had a hard time not doing a top 10%. A huge part of the leaderboard was made up of one-and-done submissions, and being in the top 10% was a matter of not being horrible. With two weeks to go, and one week to the merger deadline, we came across a novel approach based on semi-supervised learning that would have put us in 1st (based on cross validation data we had).


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