Package org.anchoranalysis.plugin.image.task.bean.labeller

Class BinaryClassifierImageLabeller

Object

AnchorBean<ImageLabeller<NoSharedState>>

ImageLabeller<NoSharedState>

BinaryOutcomeImageLabeller

BinaryClassifierImageLabeller

public class BinaryClassifierImageLabeller
extends BinaryOutcomeImageLabeller

Labels images using a binary classifier.

Constructor Summary

Constructors

Constructor	Description
BinaryClassifierImageLabeller()

Method Summary

Modifier and Type	Method	Description
FeatureListProvider<FeatureInputStack>	getClassifierProvider()	Provider for the classifier feature list.
List<NamedBean<FeatureListProvider<FeatureInputStack>>>	getListFeatures()	List of named feature list providers for additional features.
StackProvider	getStackEnergy()	Provider for the energy stack.
String	labelFor(NoSharedState sharedState, ProvidesStackInput input, InputOutputContext context)	Determines the label for a given input image.
void	setClassifierProvider(FeatureListProvider<FeatureInputStack> classifierProvider)	Provider for the classifier feature list.
void	setListFeatures(List<NamedBean<FeatureListProvider<FeatureInputStack>>> listFeatures)	List of named feature list providers for additional features.
void	setStackEnergy(StackProvider stackEnergy)	Provider for the energy stack.

Methods inherited from class org.anchoranalysis.plugin.image.task.bean.labeller.BinaryOutcomeImageLabeller

allLabels, classificationString, initialize

Methods inherited from class org.anchoranalysis.bean.AnchorBean

checkMisconfigured, describeBean, describeChildren, duplicateBean, fields, findFieldsOfClass, getBeanName, getLocalPath, localise, toString

Methods inherited from class java.lang.Object

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

Constructor Details

BinaryClassifierImageLabeller

public BinaryClassifierImageLabeller()

Method Details

labelFor

public String labelFor(NoSharedState sharedState,
 ProvidesStackInput input,
 InputOutputContext context)
                throws OperationFailedException

Determines the label for a given input image.

Specified by:

labelFor in class ImageLabeller<NoSharedState>

Parameters:

sharedState - shared state (unused in this implementation)

input - the input image provider

context - the input/output context

Returns:

the label ("positive" or "negative") based on the classification result

Throws:

OperationFailedException - if the labeling operation fails

getClassifierProvider

public FeatureListProvider<FeatureInputStack> getClassifierProvider()

Provider for the classifier feature list.

setClassifierProvider

public void setClassifierProvider(FeatureListProvider<FeatureInputStack> classifierProvider)

Provider for the classifier feature list.

getListFeatures

public List<NamedBean<FeatureListProvider<FeatureInputStack>>> getListFeatures()

List of named feature list providers for additional features.

setListFeatures

public void setListFeatures(List<NamedBean<FeatureListProvider<FeatureInputStack>>> listFeatures)

List of named feature list providers for additional features.

getStackEnergy

public StackProvider getStackEnergy()

Provider for the energy stack.

setStackEnergy

public void setStackEnergy(StackProvider stackEnergy)

Provider for the energy stack.