Table 3.

LoS prediction performance of various models.

Model	MSE	RMSE	MAE	R2
SVM	0.393	0.510	0.121	0.486
LR	0.570	0.755	0.065	0.172
GBM	0.584	0.755	0.004	0.397
XGBoost	0.312	0.386	0.123	0.633
RF	0.261	0.401	0.027	0.591