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