five

A summary of model performance in predicting spread across the three periods.

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https://figshare.com/articles/dataset/A_summary_of_model_performance_in_predicting_spread_across_the_three_periods_/21675366
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We choose to evaluate model performance on R2 of residuals as well as the Mean Absolute Error. We also include the Moran’s I as a measure of the spatial autocorrelation. High R2, low MAE, and low Moran’s I are desirable, suggesting that the Random Forest consistently performs the best of all three models. (XLSX)
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2022-12-05
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