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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2021
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Article
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Tab 3
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Research Article
Spatial Prediction of COVID-19 in China Based on Machine Learning Algorithms and Geographically Weighted Regression
Table 3
Evaluation results of machine learning algorithms, PLSR, and GWR without Wuhan.
Model
CV-RMSE
CV-MAE
RF
135.57
34.59
0.84
GBDT
178.10
41.37
0.82
SVM
140.20
44.42
0.81
PLSR
2,344.51
212.67
0.37
GWR
194.01
52.98
0.81