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Table 5 Results of ROC analysis

From: Motor-cognitive functions required for driving in post-stroke individuals identified via machine-learning analysis

Analysis method

AUC

Sensitivity

Specificity

Threshold

Proposed network

0.946

0.878

0.929

0.830

LLGMN with partial KLI-based reduction

0.962

0.951

0.857

0.730

Lasso regression

0.753

0.732

0.786

0.808

  1. Sensitivity and specificity were calculated using the threshold values determined by the ROC analysis