com.workfusion.vds.sdk.ml.sklearn.kneighbors

Class KNeighborsClassifierSerializer

java.lang.Object

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

com.workfusion.vds.sdk.ml.sklearn.kneighbors.KNeighborsClassifierSerializer

All Implemented Interfaces:

ModelSerializer<KNeighborsClassifier>

public class KNeighborsClassifierSerializer
extends BasePythonClassifierSerializer<KNeighborsClassifier>

The type KNeighbor classifier serializer.

Since:

10.0

Author:

Konstantin Kovalev

Constructor Summary

Constructors

Constructor and Description
KNeighborsClassifierSerializer()

Method Summary

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

KNeighborsClassifierSerializer

public KNeighborsClassifierSerializer()

Method Detail

saveToMap

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

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map.

Specified by:

saveToMap in class BasePythonClassifierSerializer<KNeighborsClassifier>

Parameters:

classifier - the classifier to save

Returns:

the classifier parameters as map

loadFromMap

public KNeighborsClassifier 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<KNeighborsClassifier>

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(KNeighborsClassifier classifier)

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map for the bridge.

Specified by:

saveToBridgeMap in class BasePythonClassifierSerializer<KNeighborsClassifier>

Parameters:

classifier - the classifier to save

Returns:

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