ai.libs.jaicore.ml.core.predictivemodel

Interface IBatchLearner<TARGET>

Type Parameters:

TARGET - The type of the target that this IBatchLearner predicts.

All Superinterfaces:

IPredictiveModel<TARGET>

All Known Subinterfaces:

IOnlineLearner<TARGET>

public interface IBatchLearner<TARGET>
extends IPredictiveModel<TARGET>

The IBatchLearner models a learning algorithm which works in a batch fashion, i.e. takes a whole IDataset as training input. It can be trained based on an IDataset in order to make predictions.

Method Summary

Modifier and Type	Method and Description
void	train(IDataset dataset) Trains this IBatchLearner using the given IDataset.

Methods inherited from interface ai.libs.jaicore.ml.core.predictivemodel.IPredictiveModel

getConfiguration, predict, predict, setConfiguration

Method Detail

train

void train(IDataset dataset)
    throws TrainingException

Trains this IBatchLearner using the given IDataset.

Parameters:

dataset - The IDataset which should be used for the training.

Throws:

TrainingException - If something fails during the training process.