Performance summaries for 500 resamplings of forest data.
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In the Data column, PM indicates the PMAI data set, DB indicates the DRYBIOT data set, and UN indicates the PMAI data set with unbalanced sampling, as described in Section “Forest Data.” Each data set used 386 samples per resampling, and for point predictions, indicated by P in the P/T column, summaries were based on 1500 predictions per resampling, which were then averaged over the 500 resamples. There was one total estimate per resample, which were summarized over the 500 resamples, 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.”
创建时间:
2015-12-02



