Research Article

[Retracted] Construction and Simulation of the Enterprise Financial Risk Diagnosis Model by Using Dropout and BN to Improve LSTM

Table 3

Sample distribution of the financial early warning model of listed companies under multistep dimension.

Forecast dimensionYearTraining sampleTest sample
The finance is normalFinancial difficultiesThe finance is normalFinancial difficulties

Multistep dimensionYear of T-2 to T-32131 (2019)132 (2019)2133 (2020)132 (2020)
Year of T-2 to T-44264 (2018∼2019)264 (2018∼2019)2133 (2020)132 (2020)
Year of T-2 to T-54264 (2017∼2018)264 (2017∼2018)4264 (2019∼2020)2 (2019∼2020)