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

Table 2

Forecast results of enterprise financial crisis.

No. of enterprise	Actual number of alarms		RMSE
1	15	93.33%	1.214e-6
2	8	87.50%	1.037e-6
3	16	93.75%	1.084e-6
4	7	100.00%	1.039e-6
5	5	100.00%	0.817e-6
6	12	91.67%	1.216e-6
7	2	100.00%	0.627e-6
8	9	88.89%	1.042e-6
9	13	92.31%	1.108e-6
10	7	100.00%	1.015e-6
11	9	100.00%	1.009e-6
12	5	100.00%	0.913e-6
13	17	85.71%	1.074e-6
14	7	100.00%	1.017e-6
15	11	90.91%	1.023e-6
16	8	87.50%	1.063e-6
17	6	100.00%	0.924e-6
18	22	95.45%	1.011e-6
19	10	90.00%	1.107e-6
20	7	100.00%	1.212e-6