scalation.modeling.Perceptron
See thePerceptron companion class
The Perceptron companion object provides factory methods for creating perceptrons.
Attributes
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Companion
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class
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Graph
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Supertypes
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class Object
trait Matchable
class Any
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Self type
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Members list
Create a Perceptron with automatic rescaling from a combined data matrix.
Create a Perceptron with automatic rescaling from a combined data matrix.
Value parameters
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col
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the designated response column (defaults to the last column)
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f
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the activation function family for layers 1->2 (input to output)
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fname
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the feature/variable names (defaults to null)
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hparam
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the hyper-parameters (defaults to hp)
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xy
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the combined data/input and response/output matrix
Attributes
Create a Perceptron with automatic rescaling from a data matrix and response vector.
Create a Perceptron with automatic rescaling from a data matrix and response vector.
Value parameters
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f
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the activation function family for layers 1->2 (input to output)
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fname
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the feature/variable names (defaults to null)
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hparam
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the hyper-parameters (defaults to hp)
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x
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the data/input matrix
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y
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the response/output vector
Attributes
Set the scale flag to the given value.
Set the scale flag to the given value.
Value parameters
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scale_
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the new value for the scale flag
Attributes
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Inherited from:
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Scaling
hyper-parameters for tuning the optimization algorithms - user tuning
hyper-parameters for tuning the optimization algorithms - user tuning
Attributes
The 'scale' flag indicated whether the data is to be rescaled/normalized
The 'scale' flag indicated whether the data is to be rescaled/normalized
Attributes
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Inherited from:
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Scaling