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Classification with a Tabular Vector Borne Disease Dataset

Task and solution

  • The task involves multi-class classification on tabular data.
  • The features represent symptoms of horses.
  • The evaluation metric used is MPA@3.
  • The solution is a grid-searched CatBoost model with loss_function="MultiClass", without any feature engineering.
  • The final predictions were generated by selecting the top 3 classes based on their probabilities.