A note on using the F-measure for evaluating record linkage algorithms

Record linkage is the process of identifying and linking records about the same entities from one or more databases. Record linkage can be viewed as a classification problem where the aim is to decide whether a pair of records is a match (i.e. two records refer to the same real-world entity) or a no...

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Veröffentlicht in:	Statistics and computing Jg. 28; H. 3; S. 539 - 547
Hauptverfasser:	Hand, David, Christen, Peter
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.05.2018 Springer Nature B.V
Schlagworte:	Artificial Intelligence Classification Ground truth Information retrieval Machine learning Mathematics and Statistics Probability and Statistics in Computer Science Quality assessment Recall Statistical Theory and Methods Statistics Statistics and Computing/Statistics Programs Recall Precision Class imbalance Entity resolution Classification Data linkage
ISSN:	0960-3174, 1573-1375
Online-Zugang:	Volltext
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