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  • Practical aspects of deep learning

    If your Neural Network model seems to have high variance, what of the following would be promising things to try?

    Make the Neural Network deeper

     N

    Get more training data

     Y

    Get more test data

     N

    Add regularization

     Y

    Increase the number of units in each hidden layer

     N

    You are working on an automated check-out kiosk for a supermarket, and are building a classifier for apples, bananas and oranges. Suppose your classifier obtains a training set error of 0.5%, and a dev set error of 7%. Which of the following are promising things to try to improve your classifier? (Check all that apply.)

      

    Increase the regularization parameter lambda

    Y

    Decrease the regularization parameter lambda

     N

    Get more training data

     Y

    Use a bigger neural network

    N

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  • 原文地址:https://www.cnblogs.com/beatets/p/9485034.html
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