com.feedzai.openml.java.utils

Class ModelParameterUtils

java.lang.Object

com.feedzai.openml.java.utils.ModelParameterUtils

public final class ModelParameterUtils
extends Object

Contains utility methods to manipulate ModelParameter. This allows to retrieve the default values used for each parameter.

Author:

Paulo Pereira (paulo.pereira@feedzai.com)

Method Summary

Modifier and Type	Method and Description
static Map<String,String>	getEffectiveModelParameterValues(com.feedzai.openml.provider.descriptor.MLAlgorithmDescriptor algorithm, Set<String> parameterNames, Map<String,String> newParams) Retrieves the effective model parameters to be used by an OpenML provider.

Methods inherited from class java.lang.Object

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

Method Detail

getEffectiveModelParameterValues

public static Map<String,String> getEffectiveModelParameterValues(com.feedzai.openml.provider.descriptor.MLAlgorithmDescriptor algorithm,
                                                                  Set<String> parameterNames,
                                                                  Map<String,String> newParams)

Retrieves the effective model parameters to be used by an OpenML provider. The effective instance is retrieved after getting the values of the default model parameters, then it is merged with the new model parameters.

Parameters:

algorithm - The description of a Machine Learning algorithm.

parameterNames - The complete list of model parameter names.

newParams - The collection of new model parameters.

Returns:

The collection of effective model parameters.