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Table 4 The top 20 features and their weights

From: A clinical decision support system for the diagnosis of probable migraine and probable tension-type headache based on case-based reasoning

Feature

Weight

Feature

Weight

Date of headache onset

1

Nausea

.954

Aggravation by routine physical activity

1

Cold compresses

.949

Location of pain

1

Photophobia

.946

Gender

1

Attack with fixed period

.929

Duration of pain episodes

1

Family medical history

.896

Pain quality

1

Menstruation related factor

.875

Vomiting

.994

Pain intensity

.874

The number of attacks

.96

Exercise

.864

Phonophobia

.957

Attack frequency per month

.839