Package es.uam.eps.ir.relison.grid.links.recommendation.sampling

Class LinkPredictionSamplerConfigurator<U>

java.lang.Object

es.uam.eps.ir.relison.grid.links.recommendation.sampling.LinkPredictionSamplerConfigurator<U>

Type Parameters:

U - type of the users.

All Implemented Interfaces:

IndividualSamplingAlgorithmConfigurator<U>

public class LinkPredictionSamplerConfigurator<U>
extends java.lang.Object
implements IndividualSamplingAlgorithmConfigurator<U>

Class for configuring a sampling approach which takes all nodes.

Constructor Summary

Constructors

Constructor	Description
LinkPredictionSamplerConfigurator()

Method Summary

Modifier and Type	Method	Description
org.jooq.lambda.tuple.Tuple2<java.lang.String,IndividualSamplerFunction<U>>	grid(Parameters params)	Obtains a function for obtaining an individual sampling algorithm.
org.jooq.lambda.tuple.Tuple2<java.lang.String,IndividualSampler<U>>	grid(Parameters params, FastGraph<U> trainGraph, FastGraph<U> testGraph, es.uam.eps.ir.ranksys.fast.preference.FastPreferenceData<U,U> prefData)	Obtains an individual sampling algorithm.

Methods inherited from class java.lang.Object

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

Constructor Details

LinkPredictionSamplerConfigurator

public LinkPredictionSamplerConfigurator()

Method Details

grid

public org.jooq.lambda.tuple.Tuple2<java.lang.String,IndividualSampler<U>> grid(Parameters params, FastGraph<U> trainGraph, FastGraph<U> testGraph, es.uam.eps.ir.ranksys.fast.preference.FastPreferenceData<U,U> prefData)

Description copied from interface: IndividualSamplingAlgorithmConfigurator

Obtains an individual sampling algorithm.

Specified by:

grid in interface IndividualSamplingAlgorithmConfigurator<U>

Parameters:

params - the parameter selection for the approach.

trainGraph - the original graph.

testGraph - a test graph to consider when sampling.

prefData - the training preference data.

Returns:

a pair containing the name of the algorithm and the configured algorithm.

grid

public org.jooq.lambda.tuple.Tuple2<java.lang.String,IndividualSamplerFunction<U>> grid(Parameters params)

Description copied from interface: IndividualSamplingAlgorithmConfigurator

Obtains a function for obtaining an individual sampling algorithm.

Specified by:

grid in interface IndividualSamplingAlgorithmConfigurator<U>

Parameters:

params - the sampling parameters.

Returns:

a pair containing the name of the algorithm and a function for obtaining the configured algorithm.