com.feedzai.openml.provider.lightgbm

Class FairGBMDescriptorUtil

java.lang.Object

com.feedzai.openml.provider.lightgbm.AlgoDescriptorUtil

com.feedzai.openml.provider.lightgbm.LightGBMDescriptorUtil

com.feedzai.openml.provider.lightgbm.FairGBMDescriptorUtil

public class FairGBMDescriptorUtil
extends LightGBMDescriptorUtil

Utility to organize all the necessary Machine Learning Hyper-Parameters for configuring the training of LightGBM.

Author:

Andre Cruz (andre.cruz@feedzai.com)

Since:

1.4.0

Field Summary

Fields

Modifier and Type	Field and Description
static String	CONSTRAINT_GROUP_COLUMN_PARAMETER_NAME

Fields inherited from class com.feedzai.openml.provider.lightgbm.LightGBMDescriptorUtil

BAGGING_FRACTION_PARAMETER_NAME, BAGGING_FREQUENCY_PARAMETER_NAME, BOOSTING_TYPE_PARAMETER_NAME, FEATURE_FRACTION_PARAMETER_DESCRIPTION, NUM_ITERATIONS_PARAMETER_NAME, SEED_PARAMETER_DESCRIPTION

Fields inherited from class com.feedzai.openml.provider.lightgbm.AlgoDescriptorUtil

MANDATORY, NOT_MANDATORY

Constructor Summary

Constructors

Constructor and Description
FairGBMDescriptorUtil()

Method Summary

Methods inherited from class com.feedzai.openml.provider.lightgbm.AlgoDescriptorUtil

doubleRange, intRange

Methods inherited from class java.lang.Object

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

Field Detail

CONSTRAINT_GROUP_COLUMN_PARAMETER_NAME

public static final String CONSTRAINT_GROUP_COLUMN_PARAMETER_NAME

See Also:

Constant Field Values

Constructor Detail

FairGBMDescriptorUtil

public FairGBMDescriptorUtil()