Research Article

A Forecasting Approach Combining Self-Organizing Map with Support Vector Regression for Reservoir Inflow during Typhoon Periods

Table 2

The neurons containing the testing data set (1st column) and the neurons containing the enlarged training data set (2nd column), for the SOM-SVM2 model.

Neuron ID number of typhoon aNeuron ID number of typhoons ,

11, 2, 6
21, 2, 3, 7
32, 3, 4, 8
43, 4, 5, 9
54, 5, 10
61, 6, 7, 11
72, 6, 7, 8, 12
83, 7, 8, 9, 13
93, 7, 8, 9, 13
105, 9, 10, 15
116, 11, 12, 16
127, 11, 12, 13, 17
138, 12, 13, 14, 18
149, 13, 14, 15, 19
1510, 14, 15, 20
1611, 16, 17, 21
1712, 16, 17, 18, 22
1813, 17, 18, 19, 23
1914, 18, 19, 20, 24
2015, 19, 20, 25
2116, 21, 22
2217, 21, 22, 23
2318, 22, 23, 24
2419, 23, 24, 25
2520, 24, 25

Note: please refer to Figure 7 for the ID numbers and locations of neurons.