Deep Neural Networks

A sample of size
n
is given on a input space of
p Deep Neural Networks
dimension, with
n>>p

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for a binary classification task. The learning machine that most quickly overfits is Deep Neural Networks with 3 hidden layers of
p
units each Quadratic discriminant Classifier Linear Discriminant Classifier Support Vector Machine Classifier Deep Neural Networks 

 

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