com.workfusion.vds.sdk.ml.sklearn.extratrees

Class ExtraTreesClassifierSerializer

java.lang.Object

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

com.workfusion.vds.sdk.ml.sklearn.extratrees.ExtraTreesClassifierSerializer

All Implemented Interfaces:

ModelSerializer<ExtraTreesClassifier>

public class ExtraTreesClassifierSerializer
extends BasePythonClassifierSerializer<ExtraTreesClassifier>

The type Random forest classifier serializer.

Since:

10.0

Author:

Konstantin Kovalev

Constructor Summary

Constructors

Constructor and Description
ExtraTreesClassifierSerializer()

Method Summary

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

ExtraTreesClassifierSerializer

public ExtraTreesClassifierSerializer()

Method Detail

saveToMap

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

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map.

Specified by:

saveToMap in class BasePythonClassifierSerializer<ExtraTreesClassifier>

Parameters:

classifier - the classifier to save

Returns:

the classifier parameters as map

loadFromMap

public ExtraTreesClassifier 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<ExtraTreesClassifier>

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(ExtraTreesClassifier classifier)

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map for the bridge.

Specified by:

saveToBridgeMap in class BasePythonClassifierSerializer<ExtraTreesClassifier>

Parameters:

classifier - the classifier to save

Returns:

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