Package edu.cmu.tetrad.algcomparison.algorithm

Class StabilitySelection

java.lang.Object

edu.cmu.tetrad.algcomparison.algorithm.StabilitySelection

All Implemented Interfaces:

Algorithm, HasParameters, TetradSerializable, Serializable

public class StabilitySelection
extends Object
implements Algorithm

Stability selection.

Version:

$Id: $Id

Author:

josephramsey

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
StabilitySelection(Algorithm algorithm)	Constructor for StabilitySelection.

Method Summary

Modifier and Type	Method	Description
Graph	getComparisonGraph(Graph graph)	Returns that graph that the result should be compared to.
DataType	getDataType()	Returns the data type that the search requires, whether continuous, discrete, or mixed.
String	getDescription()	Returns a short, one-line description of this algorithm.
List<String>	getParameters()	Returns the list of parameter names that are used.
Graph	search(DataModel dataSet, Parameters parameters)	Runs the search.

Methods inherited from class java.lang.Object

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

Constructor Details

StabilitySelection

public StabilitySelection(Algorithm algorithm)

Constructor for StabilitySelection.

Parameters:

algorithm - a Algorithm object

Method Details

search

public Graph search(DataModel dataSet,
 Parameters parameters)

Runs the search.

Specified by:

search in interface Algorithm

Parameters:

dataSet - The data set to run to the search on.

parameters - The paramters of the search.

Returns:

The result graph.

getComparisonGraph

public Graph getComparisonGraph(Graph graph)

Returns that graph that the result should be compared to.

Specified by:

getComparisonGraph in interface Algorithm

Parameters:

graph - The true directed graph, if there is one.

Returns:

The comparison graph.

getDescription

public String getDescription()

Returns a short, one-line description of this algorithm. This will be printed in the report.

Specified by:

getDescription in interface Algorithm

Returns:

This description.

getDataType

public DataType getDataType()

Returns the data type that the search requires, whether continuous, discrete, or mixed.

Specified by:

getDataType in interface Algorithm

Returns:

This type.

getParameters

public List<String> getParameters()

Returns the list of parameter names that are used. These are looked up in ParamMap, so if they're not

Specified by:

getParameters in interface HasParameters

Returns:

Returns the list of parameter names that are used. These are looked up in ParamMap, so if they're not already defined they'll need to be defined there.