Stochastic Simulation of Typhoon in Northwest Pacific Basin Based on Machine Learning

Table 2

Statistical results of the correlation coefficient and the root mean square error for each typhoon prediction model.

Statistics	ANNa1	ANNa2	ANNa3	ANNa1	ANNa2	ANNa3
	-East	-East	-East	-West	-West	-West
Mean of R	0.53	0.77	0.68	0.50	0.68	0.62
Mean of RMSE	4.67	0.13	0.17	3.74	0.15	0.18
Statistics	ANNb1	ANNb2	ANNb1	ANNb2	ANNc1	ANNc2
	-east	-east	-West	-West
Mean of R	0.47	0.60	0.41	0.49	0.64	0.52
Mean of RMSE	17.54	15.58	13.29	12.66	2.09	2.27