org.apache.ignite.ml.tree.randomforest

Class RandomForestModel

java.lang.Object

org.apache.ignite.ml.composition.ModelsComposition<RandomForestTreeModel>

org.apache.ignite.ml.tree.randomforest.RandomForestModel

All Implemented Interfaces:

Serializable, AutoCloseable, DeployableObject, Exportable<ModelsCompositionFormat>, IgniteModel<Vector,Double>, JSONWritable, Model<Vector,Double>

public class RandomForestModel
extends ModelsComposition<RandomForestTreeModel>
implements JSONWritable

Random Forest Model class.

See Also:

Serialized Form

Field Summary

Fields inherited from class org.apache.ignite.ml.composition.ModelsComposition

models, predictionsAggregator

Constructor Summary

Constructors

Constructor and Description
RandomForestModel()
RandomForestModel(List<RandomForestTreeModel> oldModels, PredictionsAggregator predictionsAggregator)

Method Summary

Modifier and Type	Method and Description
static RandomForestModel	fromJSON(Path path) Loads RandomForestModel from JSON file.
List<RandomForestTreeModel>	getModels() Returns containing models.
PredictionsAggregator	getPredictionsAggregator() Returns predictions aggregator.
void	toJSON(Path path)

Methods inherited from class org.apache.ignite.ml.composition.ModelsComposition

getDependencies, predict, saveModel, toString, toString

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.apache.ignite.ml.IgniteModel

andBefore, andThen, andThen, close, combine

Constructor Detail

RandomForestModel

public RandomForestModel()

RandomForestModel

public RandomForestModel(List<RandomForestTreeModel> oldModels,
                         PredictionsAggregator predictionsAggregator)

Method Detail

getPredictionsAggregator

public PredictionsAggregator getPredictionsAggregator()

Returns predictions aggregator.

Overrides:

getPredictionsAggregator in class ModelsComposition<RandomForestTreeModel>

getModels

public List<RandomForestTreeModel> getModels()

Returns containing models.

Overrides:

getModels in class ModelsComposition<RandomForestTreeModel>

toJSON

public void toJSON(Path path)

Specified by:

toJSON in interface JSONWritable

fromJSON

public static RandomForestModel fromJSON(Path path)

Loads RandomForestModel from JSON file.