Table 2.

Different loss functions for base learners and ARIMA model-training data

		Headline	Core 1	Core 2	Urban	Rural
Random Forest	MSE	8.3955	5.8182	5.5240	8.2512	6.9754
	RMSE	2.8975	2.4121	2.3503	2.8725	2.6411
GBM	MSE	2.6738	2.1448	1.8429	3.4532	2.9332
	RMSE	1.6352	1.4645	1.3575	1.8583	1.7127
GLM	MSE	0.0010	0.0333	0.0900	0.0019	0.0019
	RMSE	0.0324	0.1826	0.3000	0.0441	0.0433
ARIMA (Baseline)	MSE	1.8322	2.1871	2.000	3.1524	2.7179
	RMSE	1.3536	1.4789	1.4144	1.7755	1.6486