A systematic analysis of performance measures for classification tasks
2009· article· en· Information Processing & Management· Computer Science
afffundno abstract
6,477
citations
Works
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10,000+ workspage 1
Computing Inter-Rater Reliability for Observational Data: An Overview and Tutorial
2012· article· en· Tutorials in Quantitative Methods for Psychology· Decision Sciences
venueno aff
3,862
citations
The class imbalance problem: A systematic study1
2002· article· en· Intelligent Data Analysis· Computer Science
aff
3,298
citations
3,254
citations
Evolutionary classification of CRISPR–Cas systems: a burst of class 2 and derived variants
2019· review· en· Nature Reviews Microbiology· Biochemistry, Genetics and Molecular Biology
affno abstract
2,464
citations
Optimization as a Model for Few-Shot Learning
2017· article· en· International Conference on Learning Representations· Computer Science
aff
2,447
citations
Ribosomally synthesized and post-translationally modified peptide natural products: overview and recommendations for a universal nomenclature
2012· review· en· Natural Product Reports· Medicine
aff
2,087
citations
1,882
citations
CLASSIFICATION OF IMBALANCED DATA: A REVIEW
2009· review· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
aff
1,690
citations
ClassyFire: automated chemical classification with a comprehensive, computable taxonomy
2016· article· en· Journal of Cheminformatics· Computer Science
afffund
1,587
citations
Using the First Language in the Classroom
2001· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Arts and Humanities
venueno aff
1,386
citations
Recent trends in modeling of deteriorating inventory
2001· article· en· European Journal of Operational Research· Business, Management and Accounting
affno abstract
1,300
citations
1,266
citations
CMAR: accurate and efficient classification based on multiple class-association rules
2002· article· en· Computer Science
aff
1,209
citations
Building Sense of Community at a Distance
2002· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
venueno aff
1,194
citations
Lectures on the Combinatorics of Free Probability
2006· book· en· Cambridge University Press eBooks· Mathematics
aff
1,086
citations
Enhancing Student Engagement Using the Flipped Classroom
2014· article· en· Journal of Nutrition Education and Behavior· Social Sciences
venueno affno abstract
1,056
citations
Higher social class predicts increased unethical behavior
2012· article· en· Proceedings of the National Academy of Sciences· Neuroscience
aff
1,022
citations
A Multiple Resampling Method for Learning from Imbalanced Data Sets
2004· article· en· Computational Intelligence· Computer Science
afffund
1,022
citations
998
citations
Why Peer Discussion Improves Student Performance on In-Class Concept Questions
2009· article· en· Science· Social Sciences
aff
950
citations
949
citations
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
2007· article· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
fundno aff
870
citations
SATzilla: Portfolio-based Algorithm Selection for SAT
2008· article· en· Journal of Artificial Intelligence Research· Computer Science
aff
835
citations
New Approximation Schemes for General Variational Inequalities
2000· article· en· Journal of Mathematical Analysis and Applications· Computer Science
affno abstract
832
citations