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A systematic analysis of performance measures for classification tasks

Marina Sokolova; Guy Lapalme · Information Processing & Management · 2009

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Author / responsible party
Marina Sokolova; Guy Lapalme
Publisher
Information Processing & Management
Year
2009
Language
English

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APA 7

Sokolova, M. & Lapalme, G. (2009). A systematic analysis of performance measures for classification tasks. https://doi.org/10.1016/j.ipm.2009.03.002

MLA

Sokolova, Marina, and Guy Lapalme. "A systematic analysis of performance measures for classification tasks." 2009. https://doi.org/10.1016/j.ipm.2009.03.002.

Chicago

Sokolova, Marina and Guy Lapalme. 2009. "A systematic analysis of performance measures for classification tasks.". https://doi.org/10.1016/j.ipm.2009.03.002.

Harvard

Sokolova, M. and Lapalme, G. 2009, A systematic analysis of performance measures for classification tasks, Information Processing & Management, available at: https://doi.org/10.1016/j.ipm.2009.03.002 [Accessed 7 Aug. 2026].

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Title
A systematic analysis of performance measures for classification tasks
Author / contributors
Marina Sokolova; Guy Lapalme
Publisher
Information Processing & Management
Publication year
2009
Language
English

Subjects

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Confusion matrix; Confusion; Computer science; Artificial intelligence; Classifier (UML); Measure (data warehouse); Binary classification; Machine learning; Binary number; Natural language processing; Set (abstract data type); Class (philosophy)
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