Research Article

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

Table 1

Financial early warning index system based on LSTM.

ā€‰Selected indexAbbreviation

Debt paying abilityCash ratioCR
Asset-liability ratioLEY
Cash flow ratioCASHCL

Operating capacityAccounts receivable turnover rateARTURNOX
Inventory turnoverINTURNOX
Turnover rate of current assetsVOL
Total asset turnoverTATO

Development capacityGrowth rate of operating incomeRG
Growth rate of operating profitPGR
Net profit growth rateEG
Growth rate of total assetsTAGR

Earning powerReturn on assetsROA
Net interest rate of total assetsROT
Return on net assetsROE
Net operating interest rateNPM
Return on investmentROI

Cash flow analysisNet cash flow from operating activities per shareNCFOPS
Cash recovery rateCRA

Ratio structureCash asset ratioCAR
Fixed assets ratioLTCR

ProfitabilityAsset remuneration rateHERF