Table 4. MCRMSE results of the sequence models based on the numerical and categorical features and base encoding method without augmentation.

Model name	Training data	Validation data
GRU	0.157	0.213
LSTM	0.152	0.217
HYBRID	0.157	0.214
Weighted average	0.155	0.215