Electre Tri-Machine Learning Approach to the Record Linkage Problem

Autor:	De Leone, Renato, Minnetti, Valentina
Rok vydání:	2015
Předmět:	Statistics - Machine Learning Computer Science - Learning
Druh dokumentu:	Working Paper
Popis:	In this short paper, the Electre Tri-Machine Learning Method, generally used to solve ordinal classification problems, is proposed for solving the Record Linkage problem. Preliminary experimental results show that, using the Electre Tri method, high accuracy can be achieved and more than 99% of the matches and nonmatches were correctly identified by the procedure.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1505.06614 Zobrazit plný text záznamu View this record from Arxiv