[D] Machine Learning and "Record Linkage"

• reclin

  0 49 0.0 R

  Probabilistic Record Linkage in R

  When researching this topic, I found algorithms like this (in R): https://github.com/djvanderlaan/reclin

• dblink

  0 45 0.3 Scala

  Distributed Bayesian Entity Resolution in Apache Spark

  

  Felligi-Sunter is the baseline model in record linkage research. It is implemented in R in fastLink and RecordLinkage, but you will need training data. There are some other options, e.g. dblink, that use Bayesian methods and a latent variable set up so you don’t need training data.

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