org.apache.flink.ml.optimization

Class LinearPrediction

java.lang.Object

org.apache.flink.ml.optimization.PredictionFunction

org.apache.flink.ml.optimization.LinearPrediction

All Implemented Interfaces:

Serializable

public class LinearPrediction
extends PredictionFunction

A linear prediction function

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
LinearPrediction()

Method Summary

Modifier and Type	Method and Description
static WeightVector	gradient(Vector features, WeightVector weights)
static double	predict(Vector features, WeightVector weightVector)

Methods inherited from class org.apache.flink.ml.optimization.PredictionFunction

gradient, predict

Methods inherited from class java.lang.Object

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

Constructor Detail

LinearPrediction

public LinearPrediction()

Method Detail

predict

public static double predict(Vector features,
                             WeightVector weightVector)

gradient

public static WeightVector gradient(Vector features,
                                    WeightVector weights)