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Table 3 Constructed variables

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

Constructed variables

Types

Categories

Degree of foreign trade dependence

Ratio

Balance of payments

Loan-to-deposit ratio

Ratio

Financial submarkets

Ratio of government spending to revenue

Ratio

Fiscal

Balance of trade

Level

Balance of payments

Commercial bank fixed deposit

Level

Financial submarkets

Cost of long-term toan

Level

Financial submarkets

Elasticity coefficient of government revenue

Composite calculated

Fiscal

Elasticity coefficient of government expenditure

Composite calculated

Fiscal

Yield curve slope

Level

Monetary

Global-minus

Composite calculated

External impact

Global-sum

Composite calculated

External impact

Global-im

Composite calculated

External impact

Global-ex

Composite calculated

External impact