com.workfusion.vds.sdk.ml.sklearn.bagging

Class BaggingClassifierSerializer

java.lang.Object

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

com.workfusion.vds.sdk.ml.sklearn.bagging.BaggingClassifierSerializer

All Implemented Interfaces:

ModelSerializer<BaggingClassifier>

public class BaggingClassifierSerializer
extends BasePythonClassifierSerializer<BaggingClassifier>

The type Bagging classifier serializer.

Since:

10.0

Author:

Konstantin Kovalev

Constructor Summary

Constructors

Constructor and Description
BaggingClassifierSerializer()

Method Summary

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

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

BaggingClassifierSerializer

public BaggingClassifierSerializer()

Method Detail

saveToMap

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

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map.

Specified by:

saveToMap in class BasePythonClassifierSerializer<BaggingClassifier>

Parameters:

classifier - the classifier to save

Returns:

the classifier parameters as map

loadFromMap

public BaggingClassifier 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<BaggingClassifier>

Parameters:

workingDir - the working directory (Path) of the classifier

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

Returns:

The configured classifier instance

saveToBridgeMap

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

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map for the bridge.

Specified by:

saveToBridgeMap in class BasePythonClassifierSerializer<BaggingClassifier>

Parameters:

classifier - the classifier to save

Returns:

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