Package ch.idsia.credici.utility

Class Probability

java.lang.Object

ch.idsia.credici.utility.Probability

public class Probability
extends Object

Constructor Summary

Constructors

Constructor	Description
Probability()

Method Summary

Modifier and Type	Method	Description
static double	KL(double[] p, double[] q, boolean... zeroSafe)
static double	KL(ch.idsia.crema.factor.bayesian.BayesianFactor p, ch.idsia.crema.factor.bayesian.BayesianFactor q, boolean... zeroSafe)
static double	KL(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> p, HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> q, boolean... zeroSafe)
static double	KLsymmetrized(double[] p, double[] q, boolean... zeroSafe)
static double	KLsymmetrized(ch.idsia.crema.factor.bayesian.BayesianFactor p, ch.idsia.crema.factor.bayesian.BayesianFactor q, boolean... zeroSafe)
static double	KLsymmetrized(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> p, HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> q, boolean... zeroSafe)
static double	likelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob, ch.idsia.crema.factor.bayesian.BayesianFactor emp, int counts)
static double	likelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob, HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp, int counts)
static double	logLikelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob, ch.idsia.crema.factor.bayesian.BayesianFactor emp, int counts)
static double	logLikelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob, HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp, int counts)
static double	ratioLikelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob, ch.idsia.crema.factor.bayesian.BayesianFactor emp, int counts)
static double	ratioLikelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob, HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp, int counts)
static double	ratioLogLikelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob, ch.idsia.crema.factor.bayesian.BayesianFactor emp, int counts)
static double	ratioLogLikelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob, HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp, int counts)
static boolean	vertexInside(ch.idsia.crema.factor.bayesian.BayesianFactor f, ch.idsia.crema.factor.credal.vertex.VertexFactor vf)

Methods inherited from class java.lang.Object

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

Constructor Detail

Probability

public Probability()

Method Detail

likelihood

public static double likelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob,
                                ch.idsia.crema.factor.bayesian.BayesianFactor emp,
                                int counts)

logLikelihood

public static double logLikelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob,
                                   ch.idsia.crema.factor.bayesian.BayesianFactor emp,
                                   int counts)

likelihood

public static double likelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob,
                                HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp,
                                int counts)

logLikelihood

public static double logLikelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob,
                                   HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp,
                                   int counts)

ratioLikelihood

public static double ratioLikelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob,
                                     ch.idsia.crema.factor.bayesian.BayesianFactor emp,
                                     int counts)

ratioLikelihood

public static double ratioLikelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob,
                                     HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp,
                                     int counts)

ratioLogLikelihood

public static double ratioLogLikelihood(ch.idsia.crema.factor.bayesian.BayesianFactor prob,
                                        ch.idsia.crema.factor.bayesian.BayesianFactor emp,
                                        int counts)

ratioLogLikelihood

public static double ratioLogLikelihood(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> prob,
                                        HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> emp,
                                        int counts)

KLsymmetrized

public static double KLsymmetrized(double[] p,
                                   double[] q,
                                   boolean... zeroSafe)

KL

public static double KL(double[] p,
                        double[] q,
                        boolean... zeroSafe)

KLsymmetrized

public static double KLsymmetrized(ch.idsia.crema.factor.bayesian.BayesianFactor p,
                                   ch.idsia.crema.factor.bayesian.BayesianFactor q,
                                   boolean... zeroSafe)

KL

public static double KL(ch.idsia.crema.factor.bayesian.BayesianFactor p,
                        ch.idsia.crema.factor.bayesian.BayesianFactor q,
                        boolean... zeroSafe)

KLsymmetrized

public static double KLsymmetrized(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> p,
                                   HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> q,
                                   boolean... zeroSafe)

KL

public static double KL(HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> p,
                        HashMap<Set<Integer>,ch.idsia.crema.factor.bayesian.BayesianFactor> q,
                        boolean... zeroSafe)

vertexInside

public static boolean vertexInside(ch.idsia.crema.factor.bayesian.BayesianFactor f,
                                   ch.idsia.crema.factor.credal.vertex.VertexFactor vf)