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Kaggle Competitions I participated in

Springleaf competition

  • Entry scored top 10%, 120th place out of 2200 entries
  • Entry based on xgboost, using a wrapper
  • Model includes heavily optimized parameters for xgboost and a few metafeatures
  • Constant columns removed
  • String columns encoded
  • Logging of cross validation scoring
  • Ability to modify batch sizes for running on machines without enough RAM

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code used for kaggle competitions

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