com.workfusion.vds.sdk.ml.sklearn.randomforest

Class RandomForestClassifierSerializer

java.lang.Object

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

com.workfusion.vds.sdk.ml.sklearn.randomforest.RandomForestClassifierSerializer

All Implemented Interfaces:

ModelSerializer<RandomForestClassifier>

public class RandomForestClassifierSerializer
extends BasePythonClassifierSerializer<RandomForestClassifier>

The type Random forest classifier serializer.

Since:

10.0

Author:

Konstantin Kovalev

Constructor Summary

Constructors

Constructor and Description
RandomForestClassifierSerializer()

Method Summary

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

RandomForestClassifierSerializer

public RandomForestClassifierSerializer()

Method Detail

saveToMap

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

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map.

Specified by:

saveToMap in class BasePythonClassifierSerializer<RandomForestClassifier>

Parameters:

classifier - the classifier to save

Returns:

the classifier parameters as map

loadFromMap

public RandomForestClassifier 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<RandomForestClassifier>

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(RandomForestClassifier classifier)

Description copied from class: BasePythonClassifierSerializer

Gets classifier parameters as a map for the bridge.

Specified by:

saveToBridgeMap in class BasePythonClassifierSerializer<RandomForestClassifier>

Parameters:

classifier - the classifier to save

Returns:

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