Financial Crisis Prediction Based on Long-Term and Short-Term Memory Neural Network

Table 1

Comparison of prediction performance under different network layers.

The number of layers	Data type		RMSE
1	Training set	96.62%	1.023e-6
	Testing set	95.02%	1.073e-6
2	Training set	96.28%	1.043e-6
	Testing set	97.22%	1.034e-6
3	Training set	97.85%	1.011e-6
	Testing set	98.57%	1.012e-6
4	Training set	95.36%	1.023e-6
	Testing set	96.83%	1.029e-6