org.apache.flink.ml.classification

Class SVM$

java.lang.Object

org.apache.flink.ml.classification.SVM$

public class SVM$
extends Object

Companion object of SVM. Contains convenience functions and the parameter type definitions of the algorithm.

Field Summary

Fields

Modifier and Type	Field and Description
static SVM$	MODULE$ Static reference to the singleton instance of this Scala object.

Constructor Summary

Constructors

Constructor and Description
SVM$()

Method Summary

Modifier and Type	Method and Description
SVM	apply()
Object	fitSVM() FitOperation which trains a SVM with soft-margin based on the given training data set.
<T extends Vector> Object	predictVectors() Provides the operation that makes the predictions for individual examples.
String	WEIGHT_VECTOR()

Methods inherited from class java.lang.Object

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

Field Detail

MODULE$

public static final SVM$ MODULE$

Static reference to the singleton instance of this Scala object.

Constructor Detail

SVM$

public SVM$()

Method Detail

WEIGHT_VECTOR

public String WEIGHT_VECTOR()

apply

public SVM apply()

predictVectors

public <T extends Vector> Object predictVectors()

Provides the operation that makes the predictions for individual examples.

Returns:

A PredictOperation, through which it is possible to predict a value, given a feature vector

fitSVM

public Object fitSVM()

FitOperation which trains a SVM with soft-margin based on the given training data set.