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RecordLinkage (version 0.4-11)

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

15,719

Version

0.4-11

License

GPL (>= 2)

Homepage

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

Maintainer

Andreas Borg

Last Published

March 14th, 2019

Functions in RecordLinkage (0.4-11)

getExpectedSize

Estimate number of record pairs.

Classify record pairs with EpiLink weights

Check for FALSE

makeBlockingPairs

Create record pairs from blocks of ids.

LaTeX Summary of linkage results

Train a Classifier

getFrequencies-methods

Get attribute frequencies

Weight-based Classification of Data Pairs

Generate Training Set

ff_vector-class

Class "ff_vector"

Calculate EpiLink weights

Generalized Log-Linear Fitting

Remove NULL Values

Mean Residual Life Plot

Supervised Classification

Edit Matching Status

getTable-methods

Build contingency table

getParetoThreshold

Estimate Threshold from Pareto Distribution

Estimate Threshold from Pareto Distribution

Internal functions and methods

Show a RLBigData object

Subset operator for record linkage objects

optimalThreshold

Optimal Threshold for Record Linkage

Calculate weights

getMinimalTrain

Create a minimal training set

getPairsBackend

Backend function for getPairs

Create Unordered Pairs

Unsupervised Classification

Serialization of record linkage object.

RecLinkClassif-class

Class "RecLinkClassif"

RecLinkResult-class

Class "RecLinkResult"

RLBigData-class

Class "RLBigData"

RLBigDataDedup-class

Class "RLBigDataDedup"

%append%-methods

Concatenate comparison patterns or classification results

RLBigDataLinkage-class

Class "RLBigDataLinkage"

Class "RLResult"