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arXiv research

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1 result for “shearwater”

Ensemble Learning Applied to Classify GPS Trajectories of Birds into Male or Femalecs.LG

First place in ABC 2018: Classify bird gender from GPS trajectories.

problem Predicting the gender of shearwaters from GPS navigation data.

method Ensemble of Gradient Boosting Classifiers (CatBoost, LightGBM, XGBoost) with feature engineering.

result Ranked first among 74 teams in the Animal Behavior Challenge.

bird gender GPS navigation shearwater ensemble learning Gradient Boosting

2018-08-26abs ↗pdf ↗