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LogisticGradientDescent Properties |
The LogisticGradientDescent type exposes the following members.
Name | Description | |
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![]() | CurrentIteration |
Gets the current iteration number.
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![]() | Gradient |
Gets the Gradient vector computed in
the last Newton-Raphson iteration.
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![]() | HasConverged |
Gets or sets whether the algorithm has converged.
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![]() | Iterations | Obsolete.
Please use MaxIterations instead.
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![]() | LearningRate |
Gets or sets the algorithm
learning rate. Default is 0.1.
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![]() | MaxIterations |
Gets or sets the maximum number of iterations
performed by the learning algorithm.
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![]() | Parameters |
Gets the total number of parameters in the model.
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![]() | Previous |
Gets the previous values for the coefficients which were
in place before the last learning iteration was performed.
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![]() | Solution |
Gets the current values for the coefficients.
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![]() | Stochastic |
Gets or sets whether this algorithm should use
stochastic updates or not. Default is false.
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![]() | Token |
Gets or sets a cancellation token that can be used to
stop the learning algorithm while it is running.
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![]() | Tolerance |
Gets or sets the tolerance value used to determine
whether the algorithm has converged.
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