com.feedzai.openml.python

Class ClassificationPythonModelLoader

java.lang.Object

com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

com.feedzai.openml.python.ClassificationPythonModelLoader

All Implemented Interfaces:

com.feedzai.openml.provider.model.MachineLearningModelLoader<ClassificationPythonModel>

public class ClassificationPythonModelLoader
extends AbstractClassificationPythonModelLoaderImpl

Model loader for a Generic user made python model implementation. The model should provide two functions:

• classify - That takes an array of instances and returns an array with the classification of each one.
• getClassDistribution - That takes an array of instances and returns an array with the class probability distribution of each one.

The main class of the model should be named "Classifier" and be located on a file named "classifier.py" in the root of the folder that contains the model implementation (passed in modelPath).

Author:

Luis Reis (luis.reis@feedzai.com)

Since:

0.1.0

Constructor Summary

Constructors

Constructor and Description
ClassificationPythonModelLoader()

Method Summary

Modifier and Type	Method and Description
protected void	modelLoadLogic(JepInstance jepInstance, String id, Path modelPath)

Methods inherited from class com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

getModelImpl, loadModel, loadSchema, validateForLoad

Methods inherited from class java.lang.Object

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

Constructor Detail

ClassificationPythonModelLoader

public ClassificationPythonModelLoader()

Method Detail

modelLoadLogic

protected void modelLoadLogic(JepInstance jepInstance,
                              String id,
                              Path modelPath)
                       throws InterruptedException,
                              ExecutionException

Specified by:

modelLoadLogic in class AbstractClassificationPythonModelLoaderImpl

Throws:

InterruptedException

ExecutionException