com.workfusion.vds.sdk.ml.dp.bolton.linear.svm

Class DpSvmClassifier.Builder

java.lang.Object

com.workfusion.vds.sdk.ml.python.BasePythonClassifier.Builder<BaseDpLinearClassifier.Builder<T>,T>

com.workfusion.vds.sdk.ml.dp.bolton.linear.BaseDpLinearClassifier.Builder<DpSvmClassifier>

com.workfusion.vds.sdk.ml.dp.bolton.linear.svm.DpSvmClassifier.Builder

Enclosing class:

DpSvmClassifier

public static class DpSvmClassifier.Builder
extends BaseDpLinearClassifier.Builder<DpSvmClassifier>

The type Builder.

Field Summary

Fields inherited from class com.workfusion.vds.sdk.ml.python.BasePythonClassifier.Builder

modelName, workingDir

Constructor Summary

Constructors

Constructor and Description
Builder() Instantiates a new Builder.

Method Summary

Modifier and Type	Method and Description
DpSvmClassifier	build() Build classifier.
DpSvmClassifier.Builder	margin(double margin) Sets the margin value.

Methods inherited from class com.workfusion.vds.sdk.ml.dp.bolton.linear.BaseDpLinearClassifier.Builder

batchSize, dpEpsilon, gpu, highMemory, learningRate, maxEpochs, modelName, momentum, penaltyCoefficient, radiusConstant, regLambda, sampleWeights, sampleWeights, verbose

Methods inherited from class com.workfusion.vds.sdk.ml.python.BasePythonClassifier.Builder

createDefaultClassifierBridge, workingDir

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Instantiates a new Builder.

Method Detail

margin

public DpSvmClassifier.Builder margin(double margin)

Sets the margin value.

Parameters:

margin - the value of the point where the Huber loss function changes from a quadratic to linear loss (default: 0.1).

Returns:

the builder

build

public DpSvmClassifier build()

Description copied from class: BasePythonClassifier.Builder

Build classifier.

Specified by:

build in class BasePythonClassifier.Builder<BaseDpLinearClassifier.Builder<DpSvmClassifier>,DpSvmClassifier>

Returns:

the classifier instance