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Scored 7th Place in the On Cloud N: Cloud Cover Detection Challenge

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Scored 7th Place in the On Cloud N: Cloud Cover Detection Challenge

My main ideas that got me a high score were

  • Significant cleaning of the dataset based on model disagreement and manual visual inspection
  • Ensembling many models trained on different subsets of the data and different hyperparameter choices
  • Exporting the trained models to JIT, making them more efficient and allowing me to use more models for the final predictions in the drivendata testing environment

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Scored 7th Place in the On Cloud N: Cloud Cover Detection Challenge

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