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Table 2 Effect scores for categorical features

From: A model-agnostic approach for understanding heart failure risk factors

Feature

Effect score

Ischemic heart disease (IHD)

1.75

Hypertension (HTN)

1.68

Atrial fibrillation (AF)

1.52

Chronic obstructive pulmonary disease (COPD)

1.52

Cancer

1.48

Chronic kidney disease (CKD)

1.40

Anemia

1.36

Asthma

1.34

Arthritis

1.02

Depression

1.00