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Table 2 Variables

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

Original variables

Type

Categories

Original variables

Type

Categories

rgdpmad

Level

Economic performance

eq_tr

Composite calculated

Financial submarkets

GDP

Level

Economic performance

housing_capgain

Composite calculated

Real estate

ca

Level

Balance of payments

eq_capgain

Composite calculated

Financial submarkets

imports

Level

Balance of payments

rgdppc

index

Economic performance

exports

Level

Balance of payments

rconpc

index

Economic performance

narrowm

Level

Monetary

cpi

index

Economic performance

money

Level

Monetary

iy

Ratio

Economic performance

revenue

Level

Fiscal

debtgdp

Ratio

Fiscal

expenditure

Level

Fiscal

eq_dp

Ratio

Financial submarkets

tloans

Level

Financial submarkets

eq_div_rtn

Ratio

Financial submarkets

stir

Level

Monetary

ltrate

Level

Monetary