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Table 4 Classification performance of the multivariate models tested in the validation dataset

From: Resting state EEG power spectrum and functional connectivity in autism: a cross-sectional analysis

Age groups

Measure

Classifier

acc

sens

spec

S1

p-val

All

PS

Elastic net

0.57

0.55

0.59

0.57

0.073

All

wPLI

Elastic net

0.48

0.46

0.51

0.48

0.68

Children

wPLI

Elastic net

0.38

0.41

0.33

0.37

0.96

Children

wPLI

Linear SVC

0.38

0.41

0.33

0.37

0.96

  1. Accuracy (acc), sensitivity (sens), specificity (spec), S1 and the p value comparing the classification performance obtained in the original dataset with that of replicate datasets with randomized group labels is indicated for each model
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Molecular Autism

ISSN: 2040-2392