{ "_id": "6a14102bacfb0bcc41d3b477", "Package": "RecordLinkage", "Version": "0.4-12.6", "Title": "Record Linkage Functions for Linking and Deduplicating Data Sets", "Authors@R": "c(person(given = \"Murat\",\nfamily = \"Sariyar\",\nrole = c(\"aut\", \"cre\"),\nemail = \"murat.sariyar@bfh.ch\"),\nperson(given = \"Andreas\",\nfamily = \"Borg\",\nrole = \"aut\",\nemail = \"andreas.borg.public@posteo.de\"))", "Description": "Provides functions for linking and deduplicating data\nsets. Methods based on a stochastic approach are implemented as\nwell as classification algorithms from the machine learning\ndomain. 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"classifySupv,RecLinkClassif,RecLinkData-method", "classifySupv,RecLinkClassif,RLBigData-method", "classifySupv-methods" ] }, { "page": "classifyUnsup", "title": "Unsupervised Classification", "topics": [ "classifyUnsup" ] }, { "page": "clone", "title": "Serialization of record linkage object.", "topics": [ "clone", "clone,RLBigData-method", "clone,RLResult-method", "clone-methods", "loadRLObject", "saveRLObject", "saveRLObject,RLBigData-method", "saveRLObject,RLResult-method", "saveRLObject-methods" ] }, { "page": "compare", "title": "Compare Records", "topics": [ "compare.dedup", "compare.linkage" ] }, { "page": "deleteNULLs", "title": "Remove NULL Values", "topics": [ "deleteNULLs" ] }, { "page": "editMatch", "title": "Edit Matching Status", "topics": [ "editMatch", "editMatch,RecLinkData-method", "editMatch,RLBigData-method", "editMatch-methods" ] }, { "page": "emClassify", "title": "Weight-based Classification of Data Pairs", "topics": [ "emClassify", 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"topics": [ "genSamples" ] }, { "page": "getErrorMeasures-methods", "title": "Calculate Error Measures", "topics": [ "errorMeasures", "getErrorMeasures", "getErrorMeasures,RecLinkResult-method", "getErrorMeasures,RLResult-method", "getErrorMeasures-methods" ] }, { "page": "getExpectedSize", "title": "Estimate number of record pairs.", "topics": [ "getExpectedSize", "getExpectedSize,data.frame-method", "getExpectedSize,RLBigDataDedup-method", "getExpectedSize,RLBigDataLinkage-method", "getExpectedSize-methods" ] }, { "page": "getFrequencies-methods", "title": "Get attribute frequencies", "topics": [ "getFrequencies", "getFrequencies,RLBigData-method", "getFrequencies-methods" ] }, { "page": "getMinimalTrain", "title": "Create a minimal training set", "topics": [ "getMinimalTrain", "getMinimalTrain,RecLinkData-method", "getMinimalTrain,RLBigData-method", "getMinimalTrain-methods" ] }, { "page": "getPairs-methods", "title": "Extract Record Pairs", "topics": [ "getFalse", "getFalseNeg", "getFalsePos", "getPairs", "getPairs,RecLinkData-method", "getPairs,RecLinkResult-method", "getPairs,RLBigData-method", "getPairs,RLResult-method", "getPairs-methods" ] }, { "page": "getParetoThreshold", "title": "Estimate Threshold from Pareto Distribution", "topics": [ "getParetoThreshold", "getParetoThreshold,RecLinkData-method", "getParetoThreshold,RLBigData-method", "getParetoThreshold-methods" ] }, { "page": "getTable-methods", "title": "Build contingency table", "topics": [ "getTable", "getTable,RecLinkResult-method", "getTable,RLResult-method", "getTable-methods" ] }, { "page": "gpdEst", "title": "Estimate Threshold from Pareto Distribution", "topics": [ "gpdEst" ] }, { "page": "isFALSE", "title": "Check for FALSE", "topics": [ "isFALSE" ] }, { "page": "mygllm", "title": "Generalized Log-Linear Fitting", "topics": [ "mygllm" ] }, { "page": "optimalThreshold", "title": "Optimal Threshold for Record Linkage", "topics": [ "optimalThreshold", "optimalThreshold,RecLinkData-method", 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