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Practical aspects of deep learning

时间:2018-08-16 10:38:13      阅读:226      评论:0      收藏:0      [点我收藏+]

标签:nas   options   spec   mod   oranges   kiosk   ural   set   learn   

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

Practical aspects of deep learning

标签:nas   options   spec   mod   oranges   kiosk   ural   set   learn   

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

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