Research Article

Data Normalization to Accelerate Training for Linear Neural Net to Predict Tropical Cyclone Tracks

Table 4

Required iterations to reach decreasing MAE stages during pretraining.

Conf. number MAE of longitude MAE of latitude
1.2 1.175 1.15 1.125 1.1 1.0 0.9

Conf. 1 4 4 5 409 26 46 91
Conf. 2 107 119 144 103+ 169 302 593
Conf. 3 7 8 11 103+ 5 9 20
Conf. 4 103+ 103+ 103+ 103+ 103+103+ 103+

Conf. 5 811 103+ 103+ 103+ 722 909 103+