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Table 19 p-value from Nemenyi test for activation function f, for F1-measure

From: Extreme learning machine versus classical feedforward network

Activation function

ReLU

Sigmoid

Tanh

Threshold

ReLU

    

Sigmoid

0.001

   

Tanh

0.900

0.001

  

Threshold

0.079

0.191

0.191

 

Average ranking

1.706

3.647

1.882

2.765

  1. The p-values that are below the assumed significance level are expressed in bold