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

Class DpLogisticRegressionClassifier

java.lang.Object

com.workfusion.vds.sdk.ml.python.BasePythonClassifier

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

com.workfusion.vds.sdk.ml.dp.bolton.linear.logisticregression.DpLogisticRegressionClassifier

All Implemented Interfaces:

Classifier, AutoCloseable

public class DpLogisticRegressionClassifier
extends BaseDpLinearClassifier

The type Bolton Differential Privacy Logistic Regression classifier.

Since:

10.0

Author:

Konstantin Kovalev

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	DpLogisticRegressionClassifier.Builder The type Builder.

Method Summary

Modifier and Type	Method and Description
static DpLogisticRegressionClassifier.Builder	builder() Construct new builder instance.

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

getBatchSize, getDpEpsilon, getLearningRate, getMaxEpochs, getMomentum, getPenaltyCoefficient, getRadiusConstant, getRegLambda, getSampleWeights, getVerbose, isGpu, isHighMemory

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

close, fit, getModelName, getWorkingDir, init, predict

Methods inherited from class java.lang.Object

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

Method Detail

builder

public static DpLogisticRegressionClassifier.Builder builder()

Construct new builder instance.

Returns:

new builder instance