A systematic analysis of performance measures for classification tasks
Top Cited Papers
- 31 July 2009
- journal article
- Published by Elsevier BV in Information Processing & Management
- Vol. 45 (4), 427-437
- https://doi.org/10.1016/j.ipm.2009.03.002
Abstract
No abstract availableKeywords
This publication has 17 references indexed in Scilit:
- Performance Measures in Classification of Human CommunicationsLecture Notes in Computer Science, 2007
- RECOGNIZING STRONG AND WEAK OPINION CLAUSESComputational Intelligence, 2006
- Learning and Evaluation in the Presence of Class Hierarchies: Application to Text CategorizationLecture Notes in Computer Science, 2006
- Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance EvaluationLecture Notes in Computer Science, 2006
- Pulse: Mining Customer Opinions from Free TextLecture Notes in Computer Science, 2005
- A Probabilistic Interpretation of Precision, Recall and F-Score, with Implication for EvaluationLecture Notes in Computer Science, 2005
- Selecting the right objective measure for association analysisInformation Systems, 2004
- Performance measurement framework for hierarchical text classificationJournal of the American Society for Information Science and Technology, 2003
- Machine learning in automated text categorizationACM Computing Surveys, 2002
- MIPS: a database for protein sequences, homology data and yeast genome informationNucleic Acids Research, 1997