TEES.ExampleBuilders.EntityExampleBuilder.EntityExampleBuilder

Class EntityExampleBuilder

Instance Methods

__init__(self, style=None, classSet=None, featureSet=None, gazetteerFileName=None, skiplist=None)

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getMergedEntityType(self, entities)
If a single token belongs to multiple entities of different types, a new, composite type is defined.

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getTokenFeatures(self, token, sentenceGraph)
Returns a list of features based on the attributes of a token.

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buildLinearOrderFeatures(self, sentenceGraph, index, tag, features)
Linear features are built by marking token features with a tag that defines their relative position in the linear order.

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buildLinearNGram(self, i, j, sentenceGraph, features)

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buildExamplesFromGraph(self, sentenceGraph, outfile, goldGraph=None)
Build one example for each token of the sentence

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buildChains(self, token, sentenceGraph, features, depthLeft=3, chain='', visited=None) source code

getNamedEntityHeadTokens(self, sentenceGraph)

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buildPOSPairs(self, token, namedEntityHeadTokens, features)

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Inherited from ExampleBuilder.ExampleBuilder: calculatePredictedRange, definePredictedValueRange, getElementCounts, getParameters, getPredictedValueRange, getSentences, processCorpus, processDocument, processSentence, saveIds, setFeature

Inherited from ExampleBuilder.ExampleBuilder (private): _setDefaultParameters

init(self, style=None, classSet=None, featureSet=None, gazetteerFileName=None, skiplist=None)
(Constructor)

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Overrides: ExampleBuilder.ExampleBuilder.__init__

getMergedEntityType(self, entities)

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If a single token belongs to multiple entities of different types, a new, composite type is defined. This type is the alphabetically ordered types of these entities joined with '---'.

getTokenFeatures(self, token, sentenceGraph)

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Returns a list of features based on the attributes of a token. These can be used to define more complex features.

buildExamplesFromGraph(self, sentenceGraph, outfile, goldGraph=None)

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Build one example for each token of the sentence

Overrides: ExampleBuilder.ExampleBuilder.buildExamplesFromGraph

Class EntityExampleBuilder

__init__(self, style=None, classSet=None, featureSet=None, gazetteerFileName=None, skiplist=None) (Constructor)

getMergedEntityType(self, entities)

getTokenFeatures(self, token, sentenceGraph)

buildExamplesFromGraph(self, sentenceGraph, outfile, goldGraph=None)

init(self, style=None, classSet=None, featureSet=None, gazetteerFileName=None, skiplist=None)
(Constructor)