public class CRFClassifierWithDropout<IN extends CoreMap> extends CRFClassifier<IN>
DEFAULT_CLASSIFIERclassIndex, featureFactories, flags, knownLCWords, pad, windowSize| Constructor and Description |
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CRFClassifierWithDropout(SeqClassifierFlags flags) |
| Modifier and Type | Method and Description |
|---|---|
protected CRFLogConditionalObjectiveFunction |
getObjectiveFunction(int[][][][] data,
int[][] labels) |
protected java.util.Collection<java.util.List<IN>> |
loadAuxiliaryData(java.util.Collection<java.util.List<IN>> docs,
DocumentReaderAndWriter<IN> readerAndWriter)
Load auxiliary data to be used in constructing features and labels
Intended to be overridden by subclasses
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addProcessedData, allLabels, classify, classifyGibbs, classifyGibbs, classifyMaxEnt, classifyWithGlobalInformation, combine, documentsToDataAndLabels, documentsToDataAndLabelsList, documentToDataAndLabels, dropFeaturesBelowThreshold, dumpFeatures, extractDatumSequence, getClassifier, getClassifier, getClassifier, getClassifier, getClassifier, getClassifierNoExceptions, getCliquePotentialFunctionForTest, getCliqueTree, getCliqueTree, getCliqueTrees, getDefaultClassifier, getDefaultClassifier, getJarClassifier, getMinimizer, getMinimizer, getNumWeights, getSequenceModel, loadClassifier, loadClassIndexFromFile, loadDefaultClassifier, loadDefaultClassifier, loadFeatureIndexFromFile, loadProcessedData, loadTagIndex, loadTextClassifier, loadTextClassifier, loadWeightsFromFile, main, makeAnswerArraysAndTagIndex, makeDatum, printFactorTable, printFactorTableDocument, printFactorTableDocuments, printFeatures, printFirstOrderProbs, printFirstOrderProbsDocument, printFirstOrderProbsDocuments, printLabelInformation, printLabelValue, printProbsDocument, pruneNodeFeatureIndices, saveProcessedData, scaleWeights, serializeClassifier, serializeClassifier, serializeClassIndex, serializeFeatureIndex, serializeTextClassifier, serializeTextClassifier, serializeWeights, to2D, topWeights, train, trainWeights, updateWeightsForTest, writeWeightsapply, backgroundSymbol, classify, classifyAndWriteAnswers, classifyAndWriteAnswers, classifyAndWriteAnswers, classifyAndWriteAnswers, classifyAndWriteAnswers, classifyAndWriteAnswers, classifyAndWriteAnswersKBest, classifyAndWriteAnswersKBest, classifyAndWriteViterbiSearchGraph, classifyFile, classifyFilesAndWriteAnswers, classifyFilesAndWriteAnswers, classifyKBest, classifyRaw, classifySentence, classifySentenceWithGlobalInformation, classifyStdin, classifyStdin, classifyToCharacterOffsets, classifyToString, classifyToString, classifyWithInlineXML, countResults, countResultsSegmenter, defaultReaderAndWriter, finalizeClassification, getKnownLCWords, getSampler, getViterbiSearchGraph, labels, loadClassifier, loadClassifier, loadClassifier, loadClassifier, loadClassifier, loadClassifier, loadClassifierNoExceptions, loadClassifierNoExceptions, loadClassifierNoExceptions, loadClassifierNoExceptions, loadClassifierNoExceptions, loadJarClassifier, makeObjectBankFromFile, makeObjectBankFromFile, makeObjectBankFromFiles, makeObjectBankFromFiles, makeObjectBankFromFiles, makeObjectBankFromReader, makeObjectBankFromString, makePlainTextReaderAndWriter, makeReaderAndWriter, outputCalibrationInfo, plainTextReaderAndWriter, printFeatureLists, printFeatures, printProbs, printProbs, printProbsDocuments, printResults, reinit, segmentString, segmentString, train, train, train, train, train, train, windowSize, writeAnswerspublic CRFClassifierWithDropout(SeqClassifierFlags flags)
protected java.util.Collection<java.util.List<IN>> loadAuxiliaryData(java.util.Collection<java.util.List<IN>> docs, DocumentReaderAndWriter<IN> readerAndWriter)
CRFClassifierloadAuxiliaryData in class CRFClassifier<IN extends CoreMap>protected CRFLogConditionalObjectiveFunction getObjectiveFunction(int[][][][] data, int[][] labels)
getObjectiveFunction in class CRFClassifier<IN extends CoreMap>