techniques.BN
Class Nets

java.lang.Object
  |
  +--techniques.BN.Nets

public class Nets

extends Object

Creates a number of different BayesNets

Constructor Summary

Nets()

Method Summary

static BayesNet	getAlarm() Returns BayesNet as given by http://www.cs.huji.ac.il/labs/compbio/Repository/Datasets/alarm/alarm.htm
static BayesNet	getBurglary() Returns BayesNet as given in figure 14.2, pg494 of AIMA (2nd Edition)
static BayesNet	getCarpo() Returns BayesNet as given by http://www.cs.huji.ac.il/labs/compbio/Repository/Datasets/carpo/carpo.htm
static BayesNet	getCarpoForGibbs() Returns BayesNet where nodes probability tables do not have 0 in net.
static BayesNet	getInsurance() Returns BayesNet as given by http://www.cs.huji.ac.il/labs/compbio/Repository/Datasets/insurance/insurance.htm
static BayesNet	getInsuranceForGibbs() Returns BayesNet where nodes probability tables do not have 0 in net.
static BayesNet	removeZeros(BayesNet bn)

Methods inherited from class java.lang.Object

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

Constructor Detail

Nets

public Nets()

Method Detail

getBurglary

public static BayesNet getBurglary()

Returns BayesNet as given in figure 14.2, pg494 of AIMA (2nd Edition)

getAlarm

public static BayesNet getAlarm()

Returns BayesNet as given by http://www.cs.huji.ac.il/labs/compbio/Repository/Datasets/alarm/alarm.htm

getInsuranceForGibbs

public static BayesNet getInsuranceForGibbs()

Returns BayesNet where nodes probability tables do not have 0 in net. This net is the same as the result from getInsurance with all 0 being changed to 10^-6 and the row being renormalized. The removal of 0 are done to allow gibbs to run on the data.

getCarpoForGibbs

public static BayesNet getCarpoForGibbs()

Returns BayesNet where nodes probability tables do not have 0 in net. This net is the same as the result from getCarpo with all 0 being changed to 10^-6 and the row being renormalized. The removal of 0 are done to allow gibbs to run on the data.

getInsurance

public static BayesNet getInsurance()

Returns BayesNet as given by http://www.cs.huji.ac.il/labs/compbio/Repository/Datasets/insurance/insurance.htm

getCarpo

public static BayesNet getCarpo()

Returns BayesNet as given by http://www.cs.huji.ac.il/labs/compbio/Repository/Datasets/carpo/carpo.htm

removeZeros

public static BayesNet removeZeros(BayesNet bn)