Skip to search formSkip to main contentSkip to account menu

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… 
Wikipedia

Related topics

Related topics

36 relations
Binary classificationBloom filterBregman divergenceBrowsing

Broader (2)

BioinformaticsInformation science

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2009
Review
2009
A Survey of Collaborative Filtering Techniques
As one of the most successful approaches to building recommender systems, collaborative filtering (CF) uses the known preferences… 
Highly Cited
2009
Highly Cited
2009
Precision and Recall for Regression
Cost sensitive prediction is a key task in many real world applications. Most existing research in this area deals with… 
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… 
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… 
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… 
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… 
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… 
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… 
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… 
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… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy, Terms of Service, and Dataset License