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Table 5 Performance using MoCA and a combination with gait

From: Detecting cognitive impairment in cerebrovascular disease using gait, dual tasks, and machine learning

Classifier

MoCA <26

MoCA <27

Majority voting

Bal. accuracy

69.9

76.8

82.7

Sensitivity

62.1

75.9

93.1

Specificity

77.8

77.8

72.2

F1 score

70.6

80.0

88.5

  1. MoCA: Montreal Cognitive Assessment
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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