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多输出神经网络的处理办法:

http://www.it09.cn 时间:2004-11-14 14:03来源:互联网

  对于多输出神经网络,有种特别简单的办法求平均值,比如说:
 
  If there is a one-many relationship between the inputs and targets in the training data, then it is not possible for any mapping of the form to perform perfectly. It is straightforward to show that if a probability density P(Y|X) describes the data, then the minimum of error measure is attained by the map taking X to the average target.
    
  Any given network might or not be able to approximate this mapping well, but when trained as well as possible it will form its best possible approximation to this mean.
 
  Of course, there are a lot of P(Y|X), which will influence the results.

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