A Hybridly Optimized LSTM-Based Data Flow Prediction Model for Dependable Online Ticketing

Table 5

Evaluation index results.

Model	MAE	MAPE	RMSE
SARIMA	0.039	5.169	0.057
SVR	0.038	23.431	0.049
Random forest	0.029	4.376	0.047
XGBoost	0.030	7.970	0.043
LightGBM	0.024	4.329	0.035
DP-LSTM	0.021	3.483	0.033