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/ comparing the results, in terms of precision, recall and F-score, obtained using two different methods. To do so, we use a probabilistic setting which allows us to obtain pos...

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Bibliographische Detailangaben

Hauptverfasser:	Goutte, Cyril, Gaussier, Eric
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Applied sciences Beta Distribution Computer science control theory systems Exact sciences and technology Gamma Variate Information systems. Data bases Linear Kernel Memory organisation. Data processing Multinomial Distribution Probabilistic Interpretation Software
Online-Zugang:	Volltext
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