If I change the activation function of VGG16, will the accuracy increase?

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ys
ys 2022-7-3
回答： Sanyam 2022-7-3
If I change the activation function of VGG16 to switch, ReLU6, LeakyReLU, Mesh, etc., will the accuracy improve? Or does it go down?
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Walter Roberson
Walter Roberson 2022-7-3
I think you would need to be clear about what kind of data you would be using this for. A change that improves one kind of input might do worse on a different kind of input m

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Sanyam
Sanyam 2022-7-3
This cannot be directly said, as kind of activation function to use is also a hyperparameter. What you can do is to check the performance of your model with different activation functions using cross-validation or using a seperate validation dataset. Then pick up the activation function which gives the best performance
Hope that helps. Thanks!!

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