Table 7. MCRMSE results of sequence models based on the numerical and categorical features based on codon encoding method with augmentation.

Model name	Training data	Validation data
GRU	0.125	0.139
LSTM	0.109	0.125
HYBRID	0.112	0.128
Weighted average	0.115	0.131