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Table 5 Classification results for the decision tree shown in Fig. 3

From: Nonlinear EEG biomarker profiles for autism and absence epilepsy

Groups

Classification

Empirical p-value

Highest ranked features

Accuracy

Sensitivity

Specificity

AE versus controls

1.00

1.00

1.00

< 0.01

L_max, TT

ASD versus controls

0.97

1.00

0.94

< 0.01

L_max, TT

AE versus ASD

0.75

0.72

0.77

< 0.01

L_max

Control 1 versus Control 2

Control groups cannot be distinguished.

  1. Empirical p-values are computed using the method of shuffled labels as described in [38]