Spatial Prediction of COVID-19 in China Based on Machine Learning Algorithms and Geographically Weighted Regression

Table 2

Evaluation results of machine learning algorithms, PLSR, and GWR.

Model	CV-RMSE	CV-MAE
RF	2,503.24	166.05	0.21
GBDT	2,550.63	175.17	0.12
SVM	2,586.37	180.22	0.01
PLSR	2.70∗10^19	1.42∗10^18	0.98
GWR	5.82∗10^13	3.06∗10^12	0.98