articleApplied Soft ComputingOct 11, 2019Closed access

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

MHMatheus Henrique Dal Molin RibeiroLDLeandro dos Santos Coelho

Universidade Tecnológica Federal do Paraná · Pontifícia Universidade Católica do Paraná · +1 more institution

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Keywords
  • Mean squared error
  • Mean absolute percentage error
  • Random forest
  • Boosting (machine learning)
  • Statistics
  • Gradient boosting
  • Mathematics
  • Ensemble learning
UN Sustainable Development Goals
  • Zero hunger
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