Performance summaries from 2000 simulated spatial data sets.

In the Data column, S1 indicates data from the first simulation method, S2 indicates data from the second simulation method (count data), and S3 indicates data from the third simulation method (binary data), as described in Section “Simulation of Artificial Data.” Each data set used 100 samples per simulation, indicated by P in the P/T column, and summaries were based on 300 predictions per resampling, which were then averaged over the 2000 simulations. There was one total estimate per simulation, which were summarized over the 2000 simulations, and indicated by T in the P/T column. Different prediction methods form the rest of the columns and are described in Section “Prediction Methods.” Performance measures form the rows and are described in Section “Performance Measures;” however, note that percent correctly classified "PCC" replace RMSPE for point predictions of the binary (S3) simulated data.