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

Class DpSvmClassifierSerializer

java.lang.Object

com.workfusion.vds.sdk.ml.python.BasePythonClassifierSerializer<T>

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

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

All Implemented Interfaces:

ModelSerializer<DpSvmClassifier>

public class DpSvmClassifierSerializer
extends BaseDpLinearClassifierSerializer<DpSvmClassifier>

The type Bolton DP SVM classifier serializer.

Since:

10.0

Author:

Konstantin Kovalev

Constructor Summary

Constructors

Constructor and Description
DpSvmClassifierSerializer()

Method Summary

Modifier and Type	Method and Description
DpSvmClassifier	loadFromMap(Path workingDir, Map<String,String> map) Build classifier instance from the parameters map.
Map<String,Object>	saveToBridgeMap(DpSvmClassifier classifier) Gets classifier parameters as a map for the bridge.
Map<String,String>	saveToMap(DpSvmClassifier classifier) Gets classifier parameters as a map.

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

loadFromMap

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

getParametersFileName, load, loadModel, loadParameters, save, saveModel, saveParameters

Methods inherited from class java.lang.Object

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

Constructor Detail

DpSvmClassifierSerializer

public DpSvmClassifierSerializer()

Method Detail

saveToMap

public Map<String,String> saveToMap(DpSvmClassifier classifier)

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map.

Overrides:

saveToMap in class BaseDpLinearClassifierSerializer<DpSvmClassifier>

Parameters:

classifier - the classifier to save

Returns:

the classifier parameters as map

saveToBridgeMap

public Map<String,Object> saveToBridgeMap(DpSvmClassifier classifier)

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map for the bridge.

Overrides:

saveToBridgeMap in class BaseDpLinearClassifierSerializer<DpSvmClassifier>

Parameters:

classifier - the classifier to save

Returns:

the map (Map) of the parameters to pass to the bridge

loadFromMap

public DpSvmClassifier loadFromMap(Path workingDir,
                                   Map<String,String> map)

Description copied from class: BasePythonClassifierSerializer

Build classifier instance from the parameters map.

Specified by:

loadFromMap in class BasePythonClassifierSerializer<DpSvmClassifier>

Parameters:

workingDir - the working directory (Path) of the classifier

map - the map of parameters (Map) to reconstruct classifier

Returns:

The configured classifier instance