un-parallelising some functions, changing futures retriever, moving some thresholds and logic around
This commit is contained in:
jenzur
+231
-110
@@ -1250,136 +1250,257 @@ public class SentimentAnalyzerTest implements Callable<SimilarityMatrix> {
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SentimentValueCache cacheSentimentLocal2 = null;
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int counter1;
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int counter2;
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = initializeCacheSetup(str, cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = initializeCacheSetup(str1, cacheSentimentLocal2);
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}
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counter1 = cacheSentiment1 == null ? cacheSentimentLocal1.getCounter() : cacheSentiment1.getCounter();
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counter2 = cacheSentiment2 == null ? cacheSentimentLocal2.getCounter() : cacheSentiment2.getCounter();
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final int overValue = (counter1 >= counter2 ? counter1 - counter2 : counter2 - counter1) * 32;
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score -= overValue;
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if (cacheSentiment1 == null) {
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ConcurrentMap<Integer, String> retrieveTGWListIndex = retrieveTGWListIndex(cacheSentimentLocal1.getTaggedwordlist());
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for (String str : retrieveTGWListIndex.values()) {
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cacheSentimentLocal1.addTgwlistIndex(str);
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try {
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = initializeCacheSetup(str, cacheSentimentLocal1);
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}
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}
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if (cacheSentiment2 == null) {
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ConcurrentMap<Integer, String> retrieveTGWListIndex = retrieveTGWListIndex(cacheSentimentLocal2.getTaggedwordlist());
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for (String str : retrieveTGWListIndex.values()) {
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cacheSentimentLocal2.addTgwlistIndex(str);
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = initializeCacheSetup(str1, cacheSentimentLocal2);
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}
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} catch (Exception ex) {
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}
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score = tgwListScoreIncrementer(score, cacheSentiment1 == null
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? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null ? cacheSentimentLocal2 : cacheSentiment2);
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = GrammaticStructureSetup(cacheSentimentLocal1, pipelineAnnotation1);
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try {
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counter1 = cacheSentiment1 == null ? cacheSentimentLocal1.getCounter() : cacheSentiment1.getCounter();
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counter2 = cacheSentiment2 == null ? cacheSentimentLocal2.getCounter() : cacheSentiment2.getCounter();
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final int overValue = (counter1 >= counter2 ? counter1 - counter2 : counter2 - counter1) * 32;
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score -= overValue;
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} catch (Exception ex) {
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = GrammaticStructureSetup(cacheSentimentLocal2, pipelineAnnotation2);
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try {
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if (cacheSentiment1 == null) {
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ConcurrentMap<Integer, String> retrieveTGWListIndex = retrieveTGWListIndex(cacheSentimentLocal1.getTaggedwordlist());
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for (String str : retrieveTGWListIndex.values()) {
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cacheSentimentLocal1.addTgwlistIndex(str);
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}
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}
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if (cacheSentiment2 == null) {
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ConcurrentMap<Integer, String> retrieveTGWListIndex = retrieveTGWListIndex(cacheSentimentLocal2.getTaggedwordlist());
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for (String str : retrieveTGWListIndex.values()) {
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cacheSentimentLocal2.addTgwlistIndex(str);
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}
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}
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} catch (Exception ex) {
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}
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ConcurrentMap<Integer, Tree> sentenceConstituencyParseList2 = cacheSentiment2 == null
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? cacheSentimentLocal2.getSentenceConstituencyParseList() : cacheSentiment2.getSentenceConstituencyParseList();
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ConcurrentMap<Integer, Tree> sentenceConstituencyParseList1 = cacheSentiment1 == null
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? cacheSentimentLocal1.getSentenceConstituencyParseList() : cacheSentiment1.getSentenceConstituencyParseList();
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score = iterateTrees(sentenceConstituencyParseList2, sentenceConstituencyParseList1, score);
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Collection<TypedDependency> allTypedDependencies2 = cacheSentiment2 == null ? cacheSentimentLocal2.getAllTypedDependencies()
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: cacheSentiment2.getAllTypedDependencies();
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Collection<TypedDependency> allTypedDependencies1 = cacheSentiment1 == null ? cacheSentimentLocal1.getAllTypedDependencies()
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: cacheSentiment1.getAllTypedDependencies();
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ConcurrentMap<Integer, GrammaticalStructure> grammaticalMap1 = cacheSentiment1 == null ? cacheSentimentLocal1.getGs() : cacheSentiment1.getGs();
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ConcurrentMap<Integer, GrammaticalStructure> grammaticalMap2 = cacheSentiment2 == null ? cacheSentimentLocal2.getGs() : cacheSentiment2.getGs();
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score = typeDependenciesGrammaticalRelation(allTypedDependencies1, allTypedDependencies2, score, grammaticalMap1, grammaticalMap2,
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sentenceConstituencyParseList1, sentenceConstituencyParseList2);
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = sentimentCoreAnnotationSetup(pipelineAnnotation1Sentiment, cacheSentimentLocal1);
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try {
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score = tgwListScoreIncrementer(score, cacheSentiment1 == null
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? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null ? cacheSentimentLocal2 : cacheSentiment2);
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = GrammaticStructureSetup(cacheSentimentLocal1, pipelineAnnotation1);
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = GrammaticStructureSetup(cacheSentimentLocal2, pipelineAnnotation2);
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}
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} catch (Exception ex) {
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = sentimentCoreAnnotationSetup(pipelineAnnotation2Sentiment, cacheSentimentLocal2);
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ConcurrentMap<Integer, Tree> sentenceConstituencyParseList1 = null;
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ConcurrentMap<Integer, Tree> sentenceConstituencyParseList2 = null;
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try {
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sentenceConstituencyParseList2 = cacheSentiment2 == null
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? cacheSentimentLocal2.getSentenceConstituencyParseList() : cacheSentiment2.getSentenceConstituencyParseList();
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sentenceConstituencyParseList1 = cacheSentiment1 == null
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? cacheSentimentLocal1.getSentenceConstituencyParseList() : cacheSentiment1.getSentenceConstituencyParseList();
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score = iterateTrees(sentenceConstituencyParseList2, sentenceConstituencyParseList1, score);
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} catch (Exception ex) {
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}
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlist1 = cacheSentiment1 == null
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? cacheSentimentLocal1.getSimpleSMXlist() : cacheSentiment1.getSimpleSMXlist();
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlist2 = cacheSentiment2 == null
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? cacheSentimentLocal2.getSimpleSMXlist() : cacheSentiment2.getSimpleSMXlist();
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlistVector1 = cacheSentiment1 == null
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? cacheSentimentLocal1.getSimpleSMXlistVector() : cacheSentiment1.getSimpleSMXlistVector();
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlistVector2 = cacheSentiment2 == null
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? cacheSentimentLocal2.getSimpleSMXlistVector() : cacheSentiment2.getSimpleSMXlistVector();
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score = simpleRNNMatrixCalculations(score, simpleSMXlist1, simpleSMXlist2);
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score = simpleRNNMaxtrixVectors(score, simpleSMXlistVector1, simpleSMXlistVector2);
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int sentiment1 = cacheSentiment1 == null ? cacheSentimentLocal1.getRnnPrediectClassMap().size() : cacheSentiment1.getRnnPrediectClassMap().size();
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int sentiment2 = cacheSentiment2 == null ? cacheSentimentLocal2.getRnnPrediectClassMap().size() : cacheSentiment2.getRnnPrediectClassMap().size();
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score -= (sentiment1 > sentiment2 ? sentiment1 - sentiment2 : sentiment2 - sentiment1) * 500;
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Map.Entry<Double, Map.Entry<SentimentValueCache, SentimentValueCache>> classifyRawEvaluationEntry = classifyRawEvaluation(score, cacheSentimentLocal1,
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cacheSentimentLocal2);
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score = classifyRawEvaluationEntry.getKey();
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = classifyRawEvaluationEntry.getValue().getKey();
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try {
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Collection<TypedDependency> allTypedDependencies2 = cacheSentiment2 == null ? cacheSentimentLocal2.getAllTypedDependencies()
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: cacheSentiment2.getAllTypedDependencies();
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Collection<TypedDependency> allTypedDependencies1 = cacheSentiment1 == null ? cacheSentimentLocal1.getAllTypedDependencies()
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: cacheSentiment1.getAllTypedDependencies();
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ConcurrentMap<Integer, GrammaticalStructure> grammaticalMap1 = cacheSentiment1 == null ? cacheSentimentLocal1.getGs() : cacheSentiment1.getGs();
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ConcurrentMap<Integer, GrammaticalStructure> grammaticalMap2 = cacheSentiment2 == null ? cacheSentimentLocal2.getGs() : cacheSentiment2.getGs();
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score = typeDependenciesGrammaticalRelation(allTypedDependencies1, allTypedDependencies2, score, grammaticalMap1, grammaticalMap2,
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sentenceConstituencyParseList1, sentenceConstituencyParseList2);
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} catch (Exception ex) {
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = classifyRawEvaluationEntry.getValue().getValue();
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try {
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = sentimentCoreAnnotationSetup(pipelineAnnotation1Sentiment, cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = sentimentCoreAnnotationSetup(pipelineAnnotation2Sentiment, cacheSentimentLocal2);
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}
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} catch (Exception ex) {
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}
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = setupMainSentimentandLongestVal(pipelineAnnotation1Sentiment, cacheSentimentLocal1);
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try {
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlist1 = cacheSentiment1 == null
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? cacheSentimentLocal1.getSimpleSMXlist() : cacheSentiment1.getSimpleSMXlist();
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlist2 = cacheSentiment2 == null
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? cacheSentimentLocal2.getSimpleSMXlist() : cacheSentiment2.getSimpleSMXlist();
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlistVector1 = cacheSentiment1 == null
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? cacheSentimentLocal1.getSimpleSMXlistVector() : cacheSentiment1.getSimpleSMXlistVector();
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final ConcurrentMap<Integer, SimpleMatrix> simpleSMXlistVector2 = cacheSentiment2 == null
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? cacheSentimentLocal2.getSimpleSMXlistVector() : cacheSentiment2.getSimpleSMXlistVector();
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score = simpleRNNMatrixCalculations(score, simpleSMXlist1, simpleSMXlist2);
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score = simpleRNNMaxtrixVectors(score, simpleSMXlistVector1, simpleSMXlistVector2);
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} catch (Exception ex) {
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = setupMainSentimentandLongestVal(pipelineAnnotation2Sentiment, cacheSentimentLocal2);
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try {
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int sentiment1 = cacheSentiment1 == null ? cacheSentimentLocal1.getRnnPrediectClassMap().size() : cacheSentiment1.getRnnPrediectClassMap().size();
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int sentiment2 = cacheSentiment2 == null ? cacheSentimentLocal2.getRnnPrediectClassMap().size() : cacheSentiment2.getRnnPrediectClassMap().size();
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score -= (sentiment1 > sentiment2 ? sentiment1 - sentiment2 : sentiment2 - sentiment1) * 500;
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Map.Entry<Double, Map.Entry<SentimentValueCache, SentimentValueCache>> classifyRawEvaluationEntry = classifyRawEvaluation(score, cacheSentimentLocal1,
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cacheSentimentLocal2);
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score = classifyRawEvaluationEntry.getKey();
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = classifyRawEvaluationEntry.getValue().getKey();
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = classifyRawEvaluationEntry.getValue().getValue();
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}
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} catch (Exception ex) {
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}
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score = sentimentMatrixVariances(score, cacheSentiment1 == null ? cacheSentimentLocal1.getLongest() : cacheSentiment1.getLongest(),
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cacheSentiment2 == null ? cacheSentimentLocal2.getLongest() : cacheSentiment2.getLongest(), cacheSentiment1 == null
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? cacheSentimentLocal1.getMainSentiment() : cacheSentiment1.getMainSentiment(), cacheSentiment2 == null
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? cacheSentimentLocal2.getMainSentiment() : cacheSentiment2.getMainSentiment());
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = jmweAnnotationSetup(jmweStrAnnotation1, cacheSentimentLocal1);
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try {
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = setupMainSentimentandLongestVal(pipelineAnnotation1Sentiment, cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = setupMainSentimentandLongestVal(pipelineAnnotation2Sentiment, cacheSentimentLocal2);
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}
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score = sentimentMatrixVariances(score, cacheSentiment1 == null ? cacheSentimentLocal1.getLongest() : cacheSentiment1.getLongest(),
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cacheSentiment2 == null ? cacheSentimentLocal2.getLongest() : cacheSentiment2.getLongest(), cacheSentiment1 == null
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? cacheSentimentLocal1.getMainSentiment() : cacheSentiment1.getMainSentiment(), cacheSentiment2 == null
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? cacheSentimentLocal2.getMainSentiment() : cacheSentiment2.getMainSentiment());
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} catch (Exception ex) {
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = jmweAnnotationSetup(jmweStrAnnotation2, cacheSentimentLocal2);
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try {
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = jmweAnnotationSetup(jmweStrAnnotation1, cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = jmweAnnotationSetup(jmweStrAnnotation2, cacheSentimentLocal2);
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}
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} catch (Exception ex) {
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}
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SentimentValueCache scoringCache1 = cacheSentiment1 == null ? cacheSentimentLocal1 : cacheSentiment1;
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SentimentValueCache scoringCache2 = cacheSentiment2 == null ? cacheSentimentLocal2 : cacheSentiment2;
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score = entryCountsRelation(score, scoringCache1, scoringCache2);
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score = entryCountsScoring(score, scoringCache1, scoringCache2);
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score = tokenEntryPosScoring(score, scoringCache1, scoringCache2);
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score = unmarkedPatternCounterScoring(score, scoringCache1, scoringCache2);
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score = markedContiniousCounterScoring(score, scoringCache1, scoringCache2);
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score = strTokensMapScoring(score, scoringCache1, scoringCache2);
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score = strTokenEntryScoring(score, scoringCache1, scoringCache2);
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score = strTokenMapTagsScoring(score, scoringCache1, scoringCache2);
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score = tokenformSizeScoring(score, scoringCache1, scoringCache2);
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score = tokenStemmingMapScoring(score, scoringCache1, scoringCache2);
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score = inflectedCounterScoring(score, scoringCache1, scoringCache2);
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score = annotatorCountScoring(score, scoringCache1, scoringCache2);
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score = tokensCounterScoring(score, scoringCache1, scoringCache2);
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LevenshteinDistance leven = new LevenshteinDistance(str, str1);
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double SentenceScoreDiff = leven.computeLevenshteinDistance();
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SentenceScoreDiff *= 15;
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score -= SentenceScoreDiff;
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = setupNEREntitiesAndTokenTags(pipelineCoreDcoument1, cacheSentimentLocal1);
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try {
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score = entryCountsRelation(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = setupNEREntitiesAndTokenTags(pipelineCoreDcoument2, cacheSentimentLocal2);
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try {
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score = entryCountsScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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score = nerEntitiesAndTokenScoring(score, cacheSentiment1 == null ? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null
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? cacheSentimentLocal2 : cacheSentiment2);
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = setupStoWordTokensLemma(pipelineAnnotation1Sentiment, cacheSentimentLocal1);
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try {
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score = tokenEntryPosScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = setupStoWordTokensLemma(pipelineAnnotation2Sentiment, cacheSentimentLocal2);
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try {
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score = unmarkedPatternCounterScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = markedContiniousCounterScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = strTokensMapScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = strTokenEntryScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = strTokenMapTagsScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = tokenformSizeScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = tokenStemmingMapScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = inflectedCounterScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = annotatorCountScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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score = tokensCounterScoring(score, scoringCache1, scoringCache2);
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} catch (Exception ex) {
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}
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try {
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LevenshteinDistance leven = new LevenshteinDistance(str, str1);
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double SentenceScoreDiff = leven.computeLevenshteinDistance();
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SentenceScoreDiff *= 15;
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score -= SentenceScoreDiff;
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} catch (Exception ex) {
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}
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try {
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = setupNEREntitiesAndTokenTags(pipelineCoreDcoument1, cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = setupNEREntitiesAndTokenTags(pipelineCoreDcoument2, cacheSentimentLocal2);
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}
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score = nerEntitiesAndTokenScoring(score, cacheSentiment1 == null ? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null
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? cacheSentimentLocal2 : cacheSentiment2);
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} catch (Exception ex) {
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}
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try {
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if (cacheSentiment1 == null) {
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cacheSentimentLocal1 = setupStoWordTokensLemma(pipelineAnnotation1Sentiment, cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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cacheSentimentLocal2 = setupStoWordTokensLemma(pipelineAnnotation2Sentiment, cacheSentimentLocal2);
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}
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score = stopWordTokenLemmaScoring(score, cacheSentiment1 == null ? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null
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? cacheSentimentLocal2 : cacheSentiment2);
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} catch (Exception ex) {
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}
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try {
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score = stopwordTokenPairCounterScoring(score, cacheSentiment1 == null ? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null
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? cacheSentimentLocal2 : cacheSentiment2);
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} catch (Exception ex) {
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}
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score = stopWordTokenLemmaScoring(score, cacheSentiment1 == null ? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null
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? cacheSentimentLocal2 : cacheSentiment2);
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score = stopwordTokenPairCounterScoring(score, cacheSentiment1 == null ? cacheSentimentLocal1 : cacheSentiment1, cacheSentiment2 == null
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? cacheSentimentLocal2 : cacheSentiment2);
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smxParam.setDistance(score);
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if (cacheSentiment1 == null) {
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smxParam.setCacheValue1(cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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smxParam.setCacheValue2(cacheSentimentLocal2);
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try {
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if (cacheSentiment1 == null) {
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smxParam.setCacheValue1(cacheSentimentLocal1);
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}
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if (cacheSentiment2 == null) {
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smxParam.setCacheValue2(cacheSentimentLocal2);
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}
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} catch (Exception ex) {
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}
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return smxParam;
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}
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