Table 9 Model selection of... | Emerald Publishing

Table 9

Model selection of machine-learning methods

Methods	R-squared	Mean squared error	Explained variance score	Mean absolute error
SVR	0.8134	4.4925	0.8171	1.2972
Random forest	0.9820	0.4335	0.9826	0.4803
GBDT	0.9842	0.3812	0.9845	0.4446
XGBoost	0.9847	0.3673	0.9856	0.4512

Methods	R-squared	Mean squared error	Explained variance score	Mean absolute error
SVR	0.8134	4.4925	0.8171	1.2972
Random forest	0.9820	0.4335	0.9826	0.4803
GBDT	0.9842	0.3812	0.9845	0.4446
XGBoost	0.9847	0.3673	0.9856	0.4512

Source(s): The table is created by authors