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Table 4 Final features

From: An innovative machine learning workflow to research China’s systemic financial crisis with SHAP value and Shapley regression

Variables

Symbols

Construction method

Global net export

GlobalNetExport

Original value

Domestic net export

NetExport

(Exports − imports)/GDP

Narrow money

NarrowMoney

Narrow money/GDP

Domestic yield curve slope

YieldCurveSlope

Short-term interest rates–Long-term interest rates

National financial concentration

FinancialConcentration

Government revenue/GDP

Loan cost

CreditCostGrowth

Growth rate of loans*Long-term interest rates

Domestic credit

Credit

Total credit/GDP

Domestic credit annual increase

Credit-Dif

(Total credit/GDP)[t] − (Total credit/GDP)[t–1]

CPI annual increase

CPI-Dif

CPI[t] − CPI[t–1]

Dividend yield ratio

DidYield

Dividend / Share price