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RecordLinkage (version 0.4-6)

Record Linkage in R

Description

Provides functions for linking and de-duplicating data sets. Methods based on a stochastic approach are implemented as well as classification algorithms from the machine learning domain.

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Version

Install

install.packages('RecordLinkage')

Monthly Downloads

2,587

Version

0.4-6

License

GPL (>= 2)

Homepage

https://r-forge.r-project.org/projects/recordlinkage/

Maintainer

Andreas Borg

Last Published

December 11th, 2014

Functions in RecordLinkage (0.4-6)

RLBigDataDedup-class

Class "RLBigDataDedup"

Unsupervised Classification

Weight-based Classification of Data Pairs

Mean Residual Life Plot

Train a Classifier

Supervised Classification

Subset operator for record linkage objects

Calculate EpiLink weights

Remove NULL Values

getTable-methods

Build contingency table

Estimate Threshold from Pareto Distribution

Classify record pairs with EpiLink weights

RecLinkResult-class

Class "RecLinkResult"

Generate Training Set

makeBlockingPairs

Create record pairs from blocks of ids.

getParetoThreshold

Estimate Threshold from Pareto Distribution

Check for FALSE

%append%-methods

Concatenate comparison patterns or classification results

Class "RLResult"

Create Unordered Pairs

getMinimalTrain

Create a minimal training set

Show a RLBigData object

RLBigData-class

Class "RLBigData"

Generalized Log-Linear Fitting

RecLinkClassif-class

Class "RecLinkClassif"

Calculate weights

optimalThreshold

Optimal Threshold for Record Linkage

getPairsBackend

Backend function for getPairs

Internal functions and methods

ff_vector-class

Class "ff_vector"

Edit Matching Status

Serialization of record linkage object.

RLBigDataLinkage-class

Class "RLBigDataLinkage"

getExpectedSize

Estimate number of record pairs.

getFrequencies-methods

Get attribute frequencies

LaTeX Summary of linkage results