Uses of Class org.cleartk.ml.Instance (ClearTK 2.0.0 API)

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Packages that use Instance
Package	Description
org.cleartk.ml
org.cleartk.ml.baseline
org.cleartk.ml.feature.selection
org.cleartk.ml.feature.transform
org.cleartk.ml.feature.transform.extractor
org.cleartk.ml.jar
org.cleartk.ml.opennlp.maxent
org.cleartk.ml.svmlight.rank
org.cleartk.ml.util
org.cleartk.ml.viterbi
org.cleartk.summarization.classifier

Uses of Instance in org.cleartk.ml

Methods in org.cleartk.ml that return types with arguments of type Instance
Modifier and Type	Method and Description
`static <OUTCOME_TYPE> List<Instance<OUTCOME_TYPE>>`	Instances.`toInstances(List<OUTCOME_TYPE> outcomes, List<List<Feature>> featureLists)` Create a list of Instances from a list of outcomes and a list of feature-lists.

Methods in org.cleartk.ml with parameters of type Instance
Modifier and Type	Method and Description
`void`	DataWriter.`write(Instance<OUTCOME_TYPE> instance)`

Method parameters in org.cleartk.ml with type arguments of type Instance
Modifier and Type	Method and Description
`protected List<OUTCOME_TYPE>`	CleartkSequenceAnnotator.`classify(List<Instance<OUTCOME_TYPE>> instances)`
`void`	SequenceDataWriter.`write(List<Instance<OUTCOME_TYPE>> instances)`

Uses of Instance in org.cleartk.ml.baseline

Methods in org.cleartk.ml.baseline with parameters of type Instance
Modifier and Type Method and Description

void OutcomeOnlyDataWriter.write(Instance<OUTCOME_TYPE> instance)

Uses of Instance in org.cleartk.ml.feature.selection

Methods in org.cleartk.ml.feature.selection that return Instance
Modifier and Type	Method and Description
`Instance<OUTCOME_T>`	FeatureSelectionExtractor.`transform(Instance<OUTCOME_T> instance)`

Methods in org.cleartk.ml.feature.selection with parameters of type Instance
Modifier and Type	Method and Description
`Instance<OUTCOME_T>`	FeatureSelectionExtractor.`transform(Instance<OUTCOME_T> instance)`

Method parameters in org.cleartk.ml.feature.selection with type arguments of type Instance
Modifier and Type	Method and Description
`void`	MutualInformationFeatureSelectionExtractor.`train(Iterable<Instance<OUTCOME_T>> instances)`

Uses of Instance in org.cleartk.ml.feature.transform

Subclasses of Instance in org.cleartk.ml.feature.transform
Modifier and Type	Class and Description
`static class`	`InstanceStream.Terminator<OUTCOME_T>`

Methods in org.cleartk.ml.feature.transform that return Instance
Modifier and Type	Method and Description
`Instance<OUTCOME_T>`	InstanceStream.Iterator.`next()`
`Instance<OUTCOME_T>`	TrainableExtractor.`transform(Instance<OUTCOME_T> instance)` Transforms all features handled by this extractor.
`Instance<OUTCOME_T>`	OneToOneTrainableExtractor_ImplBase.`transform(Instance<OUTCOME_T> instance)`

Methods in org.cleartk.ml.feature.transform that return types with arguments of type Instance
Modifier and Type	Method and Description
`Iterator<Instance<OUTCOME_T>>`	InstanceStream.`iterator()`
`static <OUTCOME_T> Iterable<Instance<OUTCOME_T>>`	InstanceStream.`loadFromDirectory(File dir)`
`static <OUTCOME_T> Iterable<Instance<OUTCOME_T>>`	InstanceStream.`loadFromURI(URI uri)`

Methods in org.cleartk.ml.feature.transform with parameters of type Instance
Modifier and Type	Method and Description
`protected List<TransformableFeature>`	TrainableExtractor_ImplBase.`selectTransformableFeatures(Instance<OUTCOME_T> instance)` Recursively look through all features in an instance to find the features this extractor is responsible for extracting
`Instance<OUTCOME_T>`	TrainableExtractor.`transform(Instance<OUTCOME_T> instance)` Transforms all features handled by this extractor.
`Instance<OUTCOME_T>`	OneToOneTrainableExtractor_ImplBase.`transform(Instance<OUTCOME_T> instance)`
`void`	InstanceDataWriter.`write(Instance<OUTCOME_T> instance)`

Method parameters in org.cleartk.ml.feature.transform with type arguments of type Instance
Modifier and Type	Method and Description
`void`	TrainableExtractor.`train(Iterable<Instance<OUTCOME_T>> instances)` In the prototypical case, train takes a collection of instances and computes statistics over the values such as computing mean, standard deviation, TF*IDF, etc...

Uses of Instance in org.cleartk.ml.feature.transform.extractor

Methods in org.cleartk.ml.feature.transform.extractor that return Instance
Modifier and Type	Method and Description
`Instance<OUTCOME_T>`	CentroidTfidfSimilarityExtractor.`transform(Instance<OUTCOME_T> instance)`

Methods in org.cleartk.ml.feature.transform.extractor with parameters of type Instance
Modifier and Type	Method and Description
`Instance<OUTCOME_T>`	CentroidTfidfSimilarityExtractor.`transform(Instance<OUTCOME_T> instance)`

Method parameters in org.cleartk.ml.feature.transform.extractor with type arguments of type Instance
Modifier and Type	Method and Description
`protected Map<String,Double>`	CentroidTfidfSimilarityExtractor.`computeCentroid(Iterable<Instance<OUTCOME_T>> instances, TfidfExtractor.IDFMap idfs)`
`protected TfidfExtractor.IDFMap`	TfidfExtractor.`createIdfMap(Iterable<Instance<OUTCOME_T>> instances)`
`void`	ZeroMeanUnitStddevExtractor.`train(Iterable<Instance<OUTCOME_T>> instances)`
`void`	TfidfExtractor.`train(Iterable<Instance<OUTCOME_T>> instances)`
`void`	MinMaxNormalizationExtractor.`train(Iterable<Instance<OUTCOME_T>> instances)`
`void`	CentroidTfidfSimilarityExtractor.`train(Iterable<Instance<OUTCOME_T>> instances)`

Uses of Instance in org.cleartk.ml.jar

Methods in org.cleartk.ml.jar with parameters of type Instance
Modifier and Type	Method and Description
`void`	DataWriter_ImplBase.`write(Instance<OUTCOME_TYPE> instance)`

Method parameters in org.cleartk.ml.jar with type arguments of type Instance
Modifier and Type	Method and Description
`void`	SequenceDataWriter_ImplBase.`write(List<Instance<OUTCOME_TYPE>> instances)`

Uses of Instance in org.cleartk.ml.opennlp.maxent

Methods in org.cleartk.ml.opennlp.maxent with parameters of type Instance
Modifier and Type Method and Description

void MaxentDataWriter_ImplBase.write(Instance<OUTCOME_TYPE> instance)

Uses of Instance in org.cleartk.ml.svmlight.rank

Subclasses of Instance in org.cleartk.ml.svmlight.rank
Modifier and Type	Class and Description
`class`	`QidInstance<OUTCOME>` Copyright (c) 2011, Regents of the University of Colorado All rights reserved.

Methods in org.cleartk.ml.svmlight.rank with parameters of type Instance
Modifier and Type	Method and Description
`void`	SvmLightRankDataWriter.`write(Instance<Double> instance)`

Uses of Instance in org.cleartk.ml.util

Fields in org.cleartk.ml.util with type parameters of type Instance
Modifier and Type	Field and Description
`List<Instance<T>>`	PublicFieldSequenceDataWriter.`instances`
`List<Instance<T>>`	PublicFieldDataWriter.`instances`

Methods in org.cleartk.ml.util that return Instance
Modifier and Type	Method and Description
`static <T> Instance<T>`	InstanceFactory.`createInstance(T outcome, Object... featureData)`
`static <T> Instance<T>`	InstanceFactory.`createInstance(T outcome, String featureData)`

Methods in org.cleartk.ml.util that return types with arguments of type Instance
Modifier and Type	Method and Description
`static List<Instance<String>>`	PublicFieldSequenceDataWriter.StringFactory.`collectInstances(AnalysisEngine engine, JCas jCas)`
`static List<Instance<Boolean>>`	PublicFieldSequenceDataWriter.BooleanFactory.`collectInstances(AnalysisEngine engine, JCas jCas)`
`static List<Instance<String>>`	PublicFieldDataWriter.StringFactory.`collectInstances(AnalysisEngine engine, JCas jCas)`
`static List<Instance<Boolean>>`	PublicFieldDataWriter.BooleanFactory.`collectInstances(AnalysisEngine engine, JCas jCas)`

Methods in org.cleartk.ml.util with parameters of type Instance
Modifier and Type	Method and Description
`void`	PublicFieldDataWriter.`write(Instance<T> instance)`

Method parameters in org.cleartk.ml.util with type arguments of type Instance
Modifier and Type	Method and Description
`void`	PublicFieldSequenceDataWriter.`write(List<Instance<T>> instance)`

Uses of Instance in org.cleartk.ml.viterbi

Method parameters in org.cleartk.ml.viterbi with type arguments of type Instance
Modifier and Type	Method and Description
`void`	ViterbiDataWriter.`write(List<Instance<OUTCOME_TYPE>> instances)`

Uses of Instance in org.cleartk.summarization.classifier

Methods in org.cleartk.summarization.classifier with parameters of type Instance
Modifier and Type Method and Description

void SummarizationDataWriter.write(Instance<Boolean> instance)

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