Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data - Schratz, Patrick; Muenchow, Jannes; Iturritxa, Eugenia; Richter, Jakob; Brenning, Alexander (Ecological modelling, 2019)
Keywords: autocorrelation; case studies; computer software; decision making; Diplodia pinea; environmental factors; forest diseases; Hyperparameter tuning; Machine-learning; prediction; regression analysis; soil; Spain; Spatial autocorrelation; Spatial cross-validation; spatial data; Spatial modeling; support vector machines; temperature; Spain; Spatial cross-validation; Spatial autocorrelation; Machine-learning; Spatial modeling; Hyperparameter tuning