Uses of Class
de.jungblut.online.minimizer.StochasticGradientDescent.StochasticGradientDescentBuilder

Packages that use StochasticGradientDescent.StochasticGradientDescentBuilder

Package	Description
de.jungblut.online.minimizer

Uses of StochasticGradientDescent.StochasticGradientDescentBuilder in de.jungblut.online.minimizer

Methods in de.jungblut.online.minimizer that return StochasticGradientDescent.StochasticGradientDescentBuilder

Modifier and Type	Method and Description
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.breakOnDifference(double delta) Breaks minimization process when the given delta in costs have been archieved.
static StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.create(double alpha) Creates a new builder.
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.enableAdaptiveLearningRate() Enables adaptive learning rate, using the algorithm: alpha = 1d / (initialAlpha * (allIterations + 2)); where allIterations is a counter over all passes.
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.historySize(int historySize) Sets the size of the history to keep to compute average improvements and output progress information.
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.holdoutValidationPercentage(double perc) Holdout validation percentage, this will take a subset of the data on the stream and do a validation on it.
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.lambda(double lambda) Sets the regularization parameter "lambda".
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.momentum(double momentum) Add momentum to this gradient descent minimizer.
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.progressReportInterval(int interval) Sets the progress report interval.
StochasticGradientDescent.StochasticGradientDescentBuilder	StochasticGradientDescent.StochasticGradientDescentBuilder.weightUpdater(WeightUpdater weightUpdater) Sets the weight updater, for example to use regularization.