ai.libs.jaicore.ml.dyadranking.search

Class ADyadRankedNodeQueueConfig<N>

java.lang.Object

ai.libs.jaicore.ml.dyadranking.search.ADyadRankedNodeQueueConfig<N>

Type Parameters:

N -

All Implemented Interfaces:

ai.libs.jaicore.search.algorithms.standard.bestfirst.IBestFirstQueueConfiguration<ai.libs.jaicore.search.probleminputs.GraphSearchWithSubpathEvaluationsInput<N,java.lang.String,java.lang.Double>,N,java.lang.String,java.lang.Double>

Direct Known Subclasses:

RandomlyRankedNodeQueueConfig

public abstract class ADyadRankedNodeQueueConfig<N>
extends java.lang.Object
implements ai.libs.jaicore.search.algorithms.standard.bestfirst.IBestFirstQueueConfiguration<ai.libs.jaicore.search.probleminputs.GraphSearchWithSubpathEvaluationsInput<N,java.lang.String,java.lang.Double>,N,java.lang.String,java.lang.Double>

A configuration for a dyad ranked node queue. Mainly configures the dyad ranker.

Field Summary

Fields

Modifier and Type	Field and Description
protected IDyadRanker	ranker the ranker used to rank dyads consisting of pipeline metafeatures and dataset metafeatures
protected AbstractDyadScaler	scaler for scaling the dyads

Constructor Summary

Constructors

Constructor and Description
ADyadRankedNodeQueueConfig() Construct a new dyad ranking node queue configuration.

Method Summary

Modifier and Type	Method and Description
IDyadRanker	getRanker() Set the ranker used to rank the OPEN list.
AbstractDyadScaler	getScaler() Get the scaler used to scale the dataset.
void	setRanker(IDyadRanker ranker) Set the ranker used to rank the OPEN list.
void	setScaler(AbstractDyadScaler scaler) Set the scaler used to scale the dataset.

Methods inherited from class java.lang.Object

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

Methods inherited from interface ai.libs.jaicore.search.algorithms.standard.bestfirst.IBestFirstQueueConfiguration

configureBestFirst

Field Detail

ranker

protected IDyadRanker ranker

the ranker used to rank dyads consisting of pipeline metafeatures and dataset metafeatures

scaler

protected AbstractDyadScaler scaler

for scaling the dyads

Constructor Detail

ADyadRankedNodeQueueConfig

public ADyadRankedNodeQueueConfig()
                           throws java.io.IOException,
                                  java.lang.ClassNotFoundException

Construct a new dyad ranking node queue configuration.

Throws:

java.io.IOException - if the files for the default ranker and scaler are invalid or cannot be found

java.lang.ClassNotFoundException - if the default scaler or ranker cannot be instantiated

Method Detail

getRanker

public IDyadRanker getRanker()

Set the ranker used to rank the OPEN list.

Returns:

ranker the used ranker

setRanker

public void setRanker(IDyadRanker ranker)

Set the ranker used to rank the OPEN list.

Parameters:

ranker - the used ranker

getScaler

public AbstractDyadScaler getScaler()

Get the scaler used to scale the dataset. Is pre-fit.

Returns:

the used scaler

setScaler

public void setScaler(AbstractDyadScaler scaler)

Set the scaler used to scale the dataset. Must be pre-fit.

Parameters:

scaler - the used scaler