Table 21.

F1 score of LSTM for ten categories with balanced data method for various previous days.

River/history	1	3	5
Johor	0.58	0.66	0.66
Kedah	0.67	0.68	0.69
Kelantan	0.62	0.64	0.63
Melaka	0.61	0.57	0.58
N9	0.39	0.46	0.47
Pahang	0.58	0.63	0.60
Perak	0.56	0.54	0.59
Perlis	0.62	0.62	0.60
Selangor	0.57	0.60	0.58
Terengganu	0.57	0.56	0.56
WPKL	0.13	0.16	0.06

Significant values are in bold.