org.apache.ignite.ml.knn.regression

Class KNNRegressionModel

java.lang.Object

org.apache.ignite.ml.knn.KNNModel<Double>

org.apache.ignite.ml.knn.regression.KNNRegressionModel

All Implemented Interfaces:

Serializable, AutoCloseable, IgniteModel<Vector,Double>, Model<Vector,Double>, SpatialIndex<Double>

public class KNNRegressionModel
extends KNNModel<Double>

KNN regression model. Be aware that this model is linked with cluster environment it's been built on and can't be saved or used in other places. Under the hood it keeps Dataset that consists of a set of resources allocated across the cluster.

See Also:

Serialized Form

Field Summary

Fields inherited from class org.apache.ignite.ml.knn.KNNModel

distanceMeasure, k, weighted

Method Summary

Modifier and Type	Method and Description
Double	predict(Vector input) Make a prediction for the specified input arguments.

Methods inherited from class org.apache.ignite.ml.knn.KNNModel

close, findKClosest

Methods inherited from class java.lang.Object

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

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

andBefore, andThen, andThen, combine, toString

Method Detail

predict

public Double predict(Vector input)

Make a prediction for the specified input arguments.

Parameters:

input - Input arguments.

Returns:

Prediction result.