Package ai.libs.mlplan.core

Interface Summary

Interface	Description
ILearnerFactory<L extends org.api4.java.ai.ml.core.learner.ISupervisedLearner<?,?>>
IMLPlanBuilder<L extends org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>,B extends IMLPlanBuilder<L,B>>	The IMLPlanBuilder provides the general interface of an ML-Plan builder independent of the problem domain or specific library that is used for the configuration of machine learning pipelines.

Class Summary

Class	Description
AbstractMLPlanBuilder<L extends org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>,B extends AbstractMLPlanBuilder<L,B>>	The MLPlanBuilder helps to easily configure and initialize ML-Plan with specific parameter settings.
MLPlan<L extends org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>>
MLPlanSimpleBuilder
PipelineEvaluator	Evaluator used in the search phase of mlplan.
PipelineValidityCheckingNodeEvaluator
PreferenceBasedNodeEvaluator