Table 3.

Results of different models for the confirmed group in Global Data.

Model	Adding SDH featuresMAPE%	Only LagMAPE%
RF	4.78	4.42
XGBoost	5	7.8
LGBM	6.49	9.68
MLP	1.19	1.7
1D CNN	1.27	2.25
LSTM	1.36	2.41
Multiple Input Series	1.23	1.88
Multiple Parallel Series	1.12	1.76