Package edu.cmu.tetrad.algcomparison.statistic

Class TrueDagFalsePositiveTails

java.lang.Object

edu.cmu.tetrad.algcomparison.statistic.TrueDagFalsePositiveTails

All Implemented Interfaces:

Statistic, Serializable

public class TrueDagFalsePositiveTails
extends Object
implements Statistic

TrueDagFalsePositiveTails is a class that implements the Statistic interface. It calculates the number of false positives for tails in the estimated graph compared to the true DAG.

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
TrueDagFalsePositiveTails()	Constructs a new TrueDagFalsePositiveTails object.

Method Summary

Modifier and Type	Method	Description
String	getAbbreviation()	Returns the abbreviation for the statistic.
String	getDescription()	Returns a short one-line description of this statistic.
double	getNormValue(double value)	Calculates the normalized value of a statistic.
double	getValue(Graph trueGraph, Graph estGraph, DataModel dataModel, Parameters parameters)	Calculates the number of false positives for tails in the estimated graph compared to the true DAG.

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

TrueDagFalsePositiveTails

public TrueDagFalsePositiveTails()

Constructs a new TrueDagFalsePositiveTails object.

Method Details

getAbbreviation

public String getAbbreviation()

Returns the abbreviation for the statistic. This will be printed at the top of each column.

Specified by:

getAbbreviation in interface Statistic

Returns:

The abbreviation.

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 description of the statistic.

getValue

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

Calculates the number of false positives for tails in the estimated graph compared to the true DAG.

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 number of false positives for tails.

getNormValue

public double getNormValue(double value)

Calculates the normalized value of a statistic.

Specified by:

getNormValue in interface Statistic

Parameters:

value - The value of the statistic.

Returns:

The normalized value.