文件名称:loo

  • 所属分类:
  • Windows编程
  • 资源属性:
  • [Matlab] [源码]
  • 上传时间:
  • 2012-11-26
  • 文件大小:
  • 3kb
  • 下载次数:
  • 0次
  • 提 供 者:
  • 张*
  • 相关连接:
  • 下载说明:
  • 别用迅雷下载,失败请重下,重下不扣分!

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The leave-one-out cross-validation scheme is a method for estimating

% the average generalization error. When calling

% [Eloo,H] = loo(NetDef,W1,W2,PHI,Y,trparms) with trparms(1)>0, the network

% will be retrained a maximum of trparms(1) iterations for each input-output

% pair in the data set, starting from the initial weights (W1,W2). If

% trparms(1)=0 an approximation to the loo-estimate based on "linear

% unlearning" is produced. This is in general less accurate, but is much

% faster to calculate.-The leave-one-out cross-validation scheme is a method for estimating the average generalization error. When calling [Eloo, H] = loo (NetDef, W1, W2, PHI, Y, trparms) with trparms (1)> 0, the network will be retrained a maximum of trparms (1) iterations for each input-output pair in the data set, starting from the initial weights (W1, W2). If trparms (1) = 0 an approximation to the loo-estimate based on linear unlearning is produced. This is in general less accurate, but is much faster to calculate.
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