All Classes
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All Classes Interface Summary Class Summary Exception Summary Class Description AlwaysEvaluateSafeGuard The AlwaysEvaluateSafeGuard is more of a dummy encoding of a safe guard that will always predict that any algorithm will be evaluated within the timeout and return a result in instant time.AlwaysEvaluateSafeGuardFactory AlwaysPreventSafeGuard AlwaysPreventSafeGuardFactory AMLPlanBuilder<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 AMLPlanBuilder<L,B>> The MLPlanBuilder helps to easily configure and initialize ML-Plan with specific parameter settings.ClassifierFoundEvent EvaluationSafeGuardException EvaluationSafeGuardFiredEvent IEvaluationSafeGuard An evaluation safe guard can be used to predict whether an evaluation is likely to succeed or not.IEvaluationSafeGuardFactory 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.IProblemType<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>>> ITimeTrackingLearner 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>>> MLPlanClassifierConfig MLPlanPhaseSwitchedEvent MLPlanSimpleBuilder NoModelBuiltException PipelineEvaluator Evaluator used in the search phase of mlplan.PipelineValidityCheckingNodeEvaluator PreferenceBasedNodeEvaluator SupervisedLearnerCreatedEvent TasksAlreadyResolvedPathEvaluator TimeTrackingLearnerEvaluationEvent TimeTrackingLearnerWrapper UnsupportedProblemTypeException TheUnsupportedProblemTypeExceptionindicates that aIProblemTypeis chosen, that is unsupported for the ML-Plan version in use.