Systematic Financial Risk Identification and Dynamic Evolution Based on Deep Learning

Table 1

Crisis warning signals sent by the model.

Serial number	Determine if there is a crisis	Determine whether to send a signal	Result
1	Systemic financial crisis	Send out crisis warning signal	Valid signal
2	There was no systemic financial crisis	Send out crisis warning signal	Type 1 error
3	Systemic financial crisis	No crisis warning signal was sent	Type II error
4	Systemic financial crisis	Failure to send crisis warning signal in time	Type III error
5	There was no systemic financial crisis	Send out crisis warning signal	—