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Precision and recall

Known as: Precision recall, Recall and precision, Recall 
In pattern recognition and information retrieval with binary classification, precision (also called positive predictive value) is the fraction of… Expand
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Related topics

Related topics

36 relations
Binary classificationBloom filterBregman divergenceBrowsing
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Broader (2)

BioinformaticsInformation science

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2008
Highly Cited
2008
Evaluation: From Precision, Recall and F-Factor to ROC, Informedness, Markedness & Correlation
Commonly used evaluation measures including Recall, Precision, F-Factor and Rand Accuracy are biased and should not be used… Expand
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Highly Cited
2007
Highly Cited
2007
Semantic Precision and Recall for Ontology Alignment Evaluation
In order to evaluate ontology matching algorithms it is necessary to confront them with test ontologies and to compare the… Expand
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Highly Cited
2005
Highly Cited
2005
A Probabilistic Interpretation of Precision, Recall and F-Score, with Implication for Evaluation
We address the problems of 1/ assessing the confidence of the standard point estimates, precision, recall and F-score, and 2… Expand
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Highly Cited
2005
Highly Cited
2005
Relaxed Precision and Recall for Ontology Matching
In order to evaluate the performance of ontology matching algorithms it is necessary to confront them with test ontologies and to… Expand
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Highly Cited
2003
Highly Cited
2003
Precision and Recall of Machine Translation
Machine translation can be evaluated using precision, recall, and the F-measure. These standard measures have significantly… Expand
Highly Cited
2002
Highly Cited
2002
Improving precision and recall for Soundex retrieval
We present a phonetic algorithm for name searches that fuses existing techniques [the Soundex system of Russell and the… Expand
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Highly Cited
1994
Highly Cited
1994
The relationship between recall and precision
Empirical studies of retrieval performance have shown a tendency for Precision to decline as Recall increases. This article… Expand
Highly Cited
1994
Highly Cited
1994
The Relationship between Recall and Precision
Empirical studies of retrieval performance have shown a tendency for Precision to decline as Recall increases. This article… Expand
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Highly Cited
1989
Highly Cited
1989
A critical investigation of recall and precision as measures of retrieval system performance
Recall and precision are often used to evaluate the effectiveness of information retrieval systems. They are easy to define if… Expand
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Highly Cited
1975
Highly Cited
1975
A vector space model for automatic indexing
In a document retrieval, or other pattern matching environment where stored entities (documents) are compared with each other or… Expand
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