Uses of Interface
org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator

Packages that use PredictionsAggregator

Package	Description
org.apache.ignite.ml.composition	Contains classes for ensemble of models implementation.
org.apache.ignite.ml.composition.bagging	Contains bootstrap aggregation (bagging) trainer allowing to combine some other trainers and return a bagged version of them.
org.apache.ignite.ml.composition.predictionsaggregator	Contains classes for several predictions aggregation strategies working with predictions vector from models ensemble.
org.apache.ignite.ml.trainers	Contains model trainers.

Uses of PredictionsAggregator in org.apache.ignite.ml.composition

Methods in org.apache.ignite.ml.composition that return PredictionsAggregator

Modifier and Type	Method and Description
PredictionsAggregator	ModelsComposition.getPredictionsAggregator() Returns predictions aggregator.
PredictionsAggregator	ModelsCompositionFormat.predictionsAggregator()

Constructors in org.apache.ignite.ml.composition with parameters of type PredictionsAggregator

Constructor and Description
ModelsComposition(List<? extends IgniteModel<Vector,Double>> models, PredictionsAggregator predictionsAggregator) Constructs a new instance of composition of models.
ModelsCompositionFormat(List<IgniteModel<Vector,Double>> models, PredictionsAggregator predictionsAggregator) Creates an instance of ModelsCompositionFormat.

Uses of PredictionsAggregator in org.apache.ignite.ml.composition.bagging

Constructors in org.apache.ignite.ml.composition.bagging with parameters of type PredictionsAggregator

Constructor and Description
BaggedTrainer(DatasetTrainer<? extends IgniteModel,L> tr, PredictionsAggregator aggregator, int ensembleSize, double subsampleRatio, int featuresVectorSize, int featureSubspaceDim) Construct instance of this class with given parameters.

Uses of PredictionsAggregator in org.apache.ignite.ml.composition.predictionsaggregator

Classes in org.apache.ignite.ml.composition.predictionsaggregator that implement PredictionsAggregator

Modifier and Type	Class and Description
class	MeanValuePredictionsAggregator Predictions aggregator returning the mean value of predictions.
class	OnMajorityPredictionsAggregator Predictions aggregator returning the most frequently prediction.
class	WeightedPredictionsAggregator Predictions aggregator returning weighted plus of predictions.

Uses of PredictionsAggregator in org.apache.ignite.ml.trainers

Methods in org.apache.ignite.ml.trainers with parameters of type PredictionsAggregator

Modifier and Type	Method and Description
static <L> BaggedTrainer<L>	TrainerTransformers.makeBagged(DatasetTrainer<? extends IgniteModel,L> trainer, int ensembleSize, double subsampleRatio, PredictionsAggregator aggregator) Add bagging logic to a given trainer.
static <M extends IgniteModel<Vector,Double>,L> BaggedTrainer<L>	TrainerTransformers.makeBagged(DatasetTrainer<M,L> trainer, int ensembleSize, double subsampleRatio, int featureVectorSize, int featuresSubspaceDim, PredictionsAggregator aggregator) Add bagging logic to a given trainer.