Package edu.cmu.tetrad.algcomparison.statistic

Class SemidirectedRecall

java.lang.Object

edu.cmu.tetrad.algcomparison.statistic.SemidirectedRecall

All Implemented Interfaces:

Statistic, Serializable

public class SemidirectedRecall
extends Object
implements Statistic

A class implementing the Semidirected-Rec statistic.

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
SemidirectedRecall()	Constructs the statistic.

Method Summary

Modifier and Type	Method	Description
String	getAbbreviation()	Retrieves the abbreviation for the SemidirectedRecall statistic.
String	getDescription()	Returns a short one-line description of this statistic.
double	getNormValue(double value)	Retrieves the normalized value of the statistic.
double	getValue(Graph trueGraph, Graph estGraph, DataModel dataModel, Parameters parameters)	Calculates the Semidirected-Rec statistic, which is the proportion of (X, Y) where if there is a semidirected path in the true graph, then there is also a semidirected path in the estimated graph.

Methods inherited from class java.lang.Object

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

Methods inherited from interface edu.cmu.tetrad.algcomparison.statistic.Statistic

getValue, getValue, getValue

Constructor Details

SemidirectedRecall

public SemidirectedRecall()

Constructs the statistic.

Method Details

getAbbreviation

public String getAbbreviation()

Retrieves the abbreviation for the SemidirectedRecall statistic.

Specified by:

getAbbreviation in interface Statistic

Returns:

The abbreviation for the SemidirectedRecall statistic.

getDescription

public String getDescription()

Returns a short one-line description of this statistic. This will be printed at the beginning of the report.

Specified by:

getDescription in interface Statistic

Returns:

The short description of this statistic.

getValue

public double getValue(Graph trueGraph,
 Graph estGraph,
 DataModel dataModel,
 Parameters parameters)

Calculates the Semidirected-Rec statistic, which is the proportion of (X, Y) where if there is a semidirected path in the true graph, then there is also a semidirected path in the estimated graph.

Specified by:

getValue in interface Statistic

Parameters:

trueGraph - The true graph (DAG, CPDAG, PAG_of_the_true_DAG).

estGraph - The estimated graph (same type).

dataModel - The data model.

parameters - The parameters

Returns:

The Semidirected-Rec statistic.

getNormValue

public double getNormValue(double value)

Retrieves the normalized value of the statistic.

Specified by:

getNormValue in interface Statistic

Parameters:

value - The value of the statistic.

Returns:

The normalized value of the statistic.