Table 4.

Actual values vs. predicted values from the three models.

Mouth	Actual	LSTM	Prophet	SARIMA
January	259	225.29	379.84	408.59
February	64	148.88	349.81	361.90
March	276	223.70	388.75	363.91
April	287	267.50	407.86	528.79
May	268	299.20	486.73	602.42
June	332	379.61	503.07	601.83
July	487	448.03	562.20	663.29
August	551	504.08	560.51	668.26
September	501	510.49	564.63	658.03
October	571	490.83	543.43	621.43
November	377	359.91	451.45	541.87
December	197	214.41	371.83	447.52