de.jungblut.online.ml

Interface OnlineLearner<M extends Model>

All Known Implementing Classes:

AbstractMinimizingOnlineLearner, AbstractOnlineLearner, MultinomialRegressionLearner, NaiveBayesLearner, RegressionLearner

public interface OnlineLearner<M extends Model>

OnlineLearning interface.

Author:

thomas.jungblut

Method Summary

Modifier and Type	Method and Description
M	train(java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>> streamSupplier) Trains a new model using the supplied streams.

Method Detail

train

M train(java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>> streamSupplier)

Trains a new model using the supplied streams. In case an algorithm needs multiple iterations, it simply gets a new one from the supplier.

Parameters:

streamSupplier - the supplier that creates a new stream that can be consumed.

Returns:

the trained model.