Assessing fruit-tree crop classification from Landsat-8 time series for the Maipo Valley, Chile

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Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data (2018, background): “…is therefore recommended for performance estimation in spatial predictive modeling, and similar grouped cross-validation strategies have been proposed elsewhere in environmental as well as medical contexts to reduce bias (Brenning & Lausen, 2008; Meyer et al., 2018; Pe˜na & Brenning, 2015).”