Estimating the Prediction Performance of Spatial Models via Spatial k-Fold Cross Validation

Jonne Pohjankukka, Tapio Pahikkala, Paavo Nevalainen +1

In machine learning one often assumes the data are independent when evaluating model performance. However, this rarely holds in practise. Geographic information data sets are an ex…