Table 3 Upstream results for LIB... | Emerald Publishing

Table 3

Upstream results for LIB

Reporter	Metric	KNN	LSTM	SVR	XGBoost	ElNet	RF	Hybrid model	Stacked model
The USA	RMSE	79.47	83.84	86.07	67.33	6.3	4.61	5.13	3.77
The USA	R2	0.71	−1.1	−0.11	0.6	0.71	0.81	0.79	0.9
The USA	MAPE	22.56	100	82.46	14.89	1.05	0.57	36.82	1.82
Germany	RMSE	91	62.78	69.56	58.87	6.57	4.74	3.9	2.32
Germany	R2	0.55	−4.11	−0.17	0.64	0.25	0.62	0.66	0.79
Germany	MAPE	37.65	99.99	185.47	30.17	6.94	3.86	33.41	1.79

Reporter	Metric	KNN	LSTM	SVR	XGBoost	ElNet	RF	Hybrid model	Stacked model
The USA	RMSE	79.47	83.84	86.07	67.33	6.3	4.61	5.13	3.77
The USA	R2	0.71	−1.1	−0.11	0.6	0.71	0.81	0.79	0.9
The USA	MAPE	22.56	100	82.46	14.89	1.05	0.57	36.82	1.82
Germany	RMSE	91	62.78	69.56	58.87	6.57	4.74	3.9	2.32
Germany	R2	0.55	−4.11	−0.17	0.64	0.25	0.62	0.66	0.79
Germany	MAPE	37.65	99.99	185.47	30.17	6.94	3.86	33.41	1.79