Table 3 SVM classification accuracies and their significance

From: Modulatory effect of levodopa on the basal ganglia-cerebellum connectivity in Parkinson’s disease

Pairs

SVM Accuracy

P value

FDR-corrected p value

AUC

Sensitivity

Specificity

Cerebellum x Cerebellum

0.50

0.31

0.56

0.61

0.41

0.59

Basal Ganglia x Basal Ganglia

0.55

0.31

0.56

0.53

0.41

0.69

Motor Cortex x Motor Cortex

0.57

0.028*

0.085

0.55

0.34

0.79

Cerebellum x Basal Ganglia

0.69

0.0001***

0.00045***

0.73

0.59

0.79

Cerebellum x Motor Cortex

0.50

0.44

0.56

0.51

0.45

0.55

Basal Ganglia x Motor Cortex

0.45

0.70

0.70

0.47

0.45

0.45

  1. The cerebellum includes lobules I–VI, and Crus I, and the basal ganglia includes the thalamus. FDR-correction was used as a more robust and conservative method of avoiding false positives.
  2. *p < 0.05, ***p < 0.001.
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