ai.libs.jaicore.ml.core.predictivemodel

Interface IOnlineLearner<TARGET>

Type Parameters:

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

All Superinterfaces:

IBatchLearner<TARGET>, IPredictiveModel<TARGET>

public interface IOnlineLearner<TARGET>
extends IBatchLearner<TARGET>

The IOnlineLearner models a learning algorithm which works in an online fashion, i.e. takes either a single IInstance or a Set thereof as training input.

Method Summary

Modifier and Type	Method and Description
void	update(IInstance instance) Updates this IOnlineLearner based on the given IInstance.
void	update(java.util.Set<IInstance> instances) Updates this IOnlineLearner based on the given Set of IInstances.

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

train

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

getConfiguration, predict, predict, setConfiguration

Method Detail

update

void update(java.util.Set<IInstance> instances)
     throws TrainingException

Updates this IOnlineLearner based on the given Set of IInstances.

Parameters:

instances - The Set of IInstances the update should be based on.

Throws:

TrainingException - If something fails during the update process.

update

void update(IInstance instance)
     throws TrainingException

Updates this IOnlineLearner based on the given IInstance.

Parameters:

instance - The IInstance the update should be based on.

Throws:

TrainingException - If something fails during the update process.