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org.pmml4s.model

NNNormalizationMethod

object NNNormalizationMethod extends Enumeration

A normalization method softmax ( pj = exp(yj) / Sumi(exp(yi) ) ) or simplemax ( pj = yj / Sumi(yi) ) can be applied to the computed activation values. The attribute normalizationMethod is defined for the network with default value none ( pj = yj ), but can be specified for each layer as well. Softmax normalization is most often applied to the output layer of a classification network to get the probabilities of all answers. Simplemax normalization is often applied to the hidden layer consisting of elements with radial basis activation function to get a "normalized RBF" activation.

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  1. type NNNormalizationMethod = Value
  2. class Val extends Value with Serializable
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  24. val simplemax: Value
  25. val softmax: Value
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