Cross-validation Strategy Impacts the Performance and

Cross-validation Strategy Impacts the Performance and Interpretation of Machine Learning Models

#Crossvalidation #Strategy #Impacts #Performance

“LEAP”

Abstract: Machine learning (ML) methods have been increasingly used to model the complex, nonlinear relationships between growing-season climate conditions and agricultural yields. Due to their ‘black box’ nature, the development of well-performing predictive models does not necessarily…

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