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

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NIAID Data Ecosystem2026-03-14 收录
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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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