netkit.classifiers
Class NetworkLearning

java.lang.Object
  netkit.classifiers.NetworkLearning

All Implemented Interfaces:

Configurable

public class NetworkLearning
extends java.lang.Object
implements Configurable

Field Summary

static java.lang.String	AL_PREFIX
static Factory<PickLabelStrategy>	alstrategies
static java.lang.String	EC_PREFIX
static Factory<EdgeCreator>	edgecreators
static java.lang.String	IM_PREFIX
static Factory<InferenceMethod>	imethods
static java.lang.String	LC_PREFIX
static Factory<Classifier>	lclassifiers
static java.lang.String	RC_PREFIX
static Factory<NetworkClassifier>	rclassifiers

Constructor Summary

NetworkLearning(java.lang.String[] args)

Method Summary

void	augmentGraph(DataSplit split, GraphView gv, EdgeCreator[] ecs)
void	configure(Configuration conf)
AttributeCategorical	getAttribute()
double[]	getClassPrior()
static java.lang.String[]	getCommandLines()
DataView	getDataView()
Configuration	getDefaultConfiguration()
EdgeCreator[]	getEdgeCreators()
Graph	getGraph()
Classification	getKnown()
NetworkLearner	getLearner()
java.lang.String	getNodeType()
java.lang.String	getOutputFormat()
long	getRandomSeed()
DataSplit[]	getSplits()
Classification	getTest()
Classification	getTruth()
static void	main(java.lang.String[] argv) Deprecated. You should use Netkit.main to access NetworkLearning from now on
void	run()
static void	run(java.lang.String[] argv)
void	runInference()
Estimate	runInference(DataSplit split)
void	setAttribute(AttributeCategorical a)
void	setDataView(DataView view)
void	setGraph(Graph g)
void	setKnown(Classification k)
void	setLearner(NetworkLearner l)
void	setNodeType(java.lang.String nt)
void	setOuputFormat(java.lang.String f)
void	setPrior(double[] prior)
void	setRandomSeed(long seed)
void	setSplits(DataSplit[] s)
void	setTest(Classification t)
void	setTruth(Classification t)
void	setupExperiment()
static void	usage(java.lang.String msg)

Methods inherited from class java.lang.Object

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

Field Detail

RC_PREFIX

public static final java.lang.String RC_PREFIX

See Also:

Constant Field Values

LC_PREFIX

public static final java.lang.String LC_PREFIX

See Also:

Constant Field Values

IM_PREFIX

public static final java.lang.String IM_PREFIX

See Also:

Constant Field Values

AL_PREFIX

public static final java.lang.String AL_PREFIX

See Also:

Constant Field Values

EC_PREFIX

public static final java.lang.String EC_PREFIX

See Also:

Constant Field Values

rclassifiers

public static final Factory<NetworkClassifier> rclassifiers

lclassifiers

public static final Factory<Classifier> lclassifiers

imethods

public static final Factory<InferenceMethod> imethods

alstrategies

public static final Factory<PickLabelStrategy> alstrategies

edgecreators

public static final Factory<EdgeCreator> edgecreators

Constructor Detail

NetworkLearning

public NetworkLearning(java.lang.String[] args)

Method Detail

getDefaultConfiguration

public Configuration getDefaultConfiguration()

Specified by:

getDefaultConfiguration in interface Configurable

configure

public void configure(Configuration conf)

Specified by:

configure in interface Configurable

setNodeType

public void setNodeType(java.lang.String nt)

getNodeType

public java.lang.String getNodeType()

setRandomSeed

public void setRandomSeed(long seed)

getRandomSeed

public long getRandomSeed()

setDataView

public void setDataView(DataView view)

getDataView

public DataView getDataView()

setAttribute

public void setAttribute(AttributeCategorical a)

getAttribute

public AttributeCategorical getAttribute()

getClassPrior

public double[] getClassPrior()

setPrior

public void setPrior(double[] prior)

getOutputFormat

public java.lang.String getOutputFormat()

setOuputFormat

public void setOuputFormat(java.lang.String f)

getTest

public Classification getTest()

setTest

public void setTest(Classification t)

getTruth

public Classification getTruth()

setTruth

public void setTruth(Classification t)

getKnown

public Classification getKnown()

setKnown

public void setKnown(Classification k)

setGraph

public void setGraph(Graph g)

getGraph

public Graph getGraph()

setLearner

public void setLearner(NetworkLearner l)

getLearner

public NetworkLearner getLearner()

setSplits

public void setSplits(DataSplit[] s)

getSplits

public DataSplit[] getSplits()

getEdgeCreators

public EdgeCreator[] getEdgeCreators()

augmentGraph

public void augmentGraph(DataSplit split,
                         GraphView gv,
                         EdgeCreator[] ecs)

runInference

public Estimate runInference(DataSplit split)

runInference

public void runInference()

setupExperiment

public void setupExperiment()

run

public void run()

getCommandLines

public static java.lang.String[] getCommandLines()

usage

public static void usage(java.lang.String msg)

run

public static void run(java.lang.String[] argv)

main

public static void main(java.lang.String[] argv)

Deprecated. You should use Netkit.main to access NetworkLearning from now on

Parameters:

argv -