Package ai.libs.jaicore.ml.core.predictivemodel

This package contains interfaces related to predictive models and learning algorithms.

Since:

0.0.1

Interface Summary

Interface	Description
IBatchLearner<T,I,D extends IDataset<I>>	The IBatchLearner models a learning algorithm which works in a batch fashion, i.e. takes a whole AILabeledAttributeArrayDataset as training input.
ICertaintyProvider<T,I,D extends IDataset<I>>	The ICertaintyProvider models an IPredictiveModel that provides uncertainty information for queries in form of IInstances.
IOnlineLearner<T,I,D extends IDataset<I>>	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.
IPredictiveModel<T,I,D extends IDataset<I>>	The IPredictiveModel corresponds to a model which can be used to make predictions based on given IInstancees.
IPredictiveModelConfiguration	The IPredictiveModelConfiguration models a configuration of an IPredictiveModel.

Class Summary

Class	Description
ABatchLearner<T,V,I,D extends IDataset<I>>	Abstract extension of IBatchLearner to be able to construct prediction of the given type.
AOnlineLearner<T,V,I,D extends IDataset<I>>	Abstract extension of IOnlineLearner to be able to construct prediction of the given type.
APredictiveModel<T,V,I,D extends IDataset<I>>	Abstract extension of IPredictiveModel to be able to construct prediction of the given type.