Package org.api4.java.ai.ml.core.evaluation.execution

Interface ISupervisedLearnerExecutor

All Known Subinterfaces:

ISingleLabelClassifierExecutor

public interface ISupervisedLearnerExecutor

Method Summary

Modifier and Type	Method	Description
<I extends ILabeledInstance,D extends ILabeledDataset<? extends I>> ILearnerRunReport	execute(ISupervisedLearner<I,D> learner, D test)	Here, the classifier is assumed to be trained already
<I extends ILabeledInstance,D extends ILabeledDataset<? extends I>> ILearnerRunReport	execute(ISupervisedLearner<I,D> learner, D train, D test)

Method Detail

execute

<I extends ILabeledInstance,D extends ILabeledDataset<? extends I>> ILearnerRunReport execute(ISupervisedLearner<I,D> learner,
                                                                                                    D train,
                                                                                                    D test)
                                                                                             throws LearnerExecutionFailedException,
                                                                                                    LearnerExecutionInterruptedException

Throws:

LearnerExecutionFailedException

LearnerExecutionInterruptedException

execute

<I extends ILabeledInstance,D extends ILabeledDataset<? extends I>> ILearnerRunReport execute(ISupervisedLearner<I,D> learner,
                                                                                                    D test)
                                                                                             throws LearnerExecutionFailedException,
                                                                                                    LearnerExecutionInterruptedException

Here, the classifier is assumed to be trained already

Throws:

LearnerExecutionFailedException

LearnerExecutionInterruptedException