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Table 3 German dataset features

From: A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method

Feature Name

Type

Checking account status

Nominal

Duration of credit in months

Continuous

Credit history

Nominal

Purpose of credit

Nominal

Credit amount

Continuous

Average balance in savings account

Nominal

Present employment

Nominal

Installment rate as % disposable income

Continuous

Other parties

Nominal

Personal status

Nominal

Present resident since—years

Continuous

Property magnitude

Nominal

Age in years

Continuous

Housing

Nominal

Number of existing credits at this bank

Continuous

Nature of job

Nominal

Number for whom liable to provide maintenance

Continuous

Applicant has phone in his or her name

Nominal

Foreign worker

Nominal

Class (Reject/Accept)

Nominal