Using Artificial Intelligence to Retrieve the Optimal Parameters and Structures of Adaptive Network-Based Fuzzy Inference System for Typhoon Precipitation Forecast Modeling

Table 4

Comparison of the value of assessment indices by applying tabu search and trial-and-error method for retrieving the optimal parameter and structure of ANFIS on testing stage.

	Testing value of random trial-and-error method		Testing value of tabu search
	Yu-Feng station	Hsia-Yun station	Yu-Feng station	Hsia-Yun station
MAE	3.84	3.944	3.798	3.532
RMSE	6.834	6.329	6.626	6.075
CC	0.682	0.651	0.709	0.682
	0.185	0.089	0.234	0.161