Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows

HIGHLIGHTS

• who: Xianjiang Chen from the School University of have published the research work: Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows, in the Journal: Scientific Reports Scientific Reports
• what: The research framework (the first objective) of this study started with comparing predictive ability of machine_learning approaches (ANN, SVR and RFR) against a typical MLR model published in 2006 (Yan et_al6) for prediction of MN output of dairy cows. This means that the ANN model was constructed successfully with a higher accuracy in the present study . . .
  

   

  

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