Research Article

Construction and Simulation of Market Risk Warning Model Based on Deep Learning

Table 1

Characteristic index variables.

Categories of characteristicsCharacteristic variables

Basic transaction dataOpening price
Closing price
Intraday ceiling price
Intraday bottom price
Volume
Turnover

Statistical technical indicatorsAverage price
Spread
Price-to-earnings ratio (P/E Ratio)
Rate of return

Moving interval data5-day yield
10-day yield
Circulation market value
5-day circulation market value
10-day circulation market value