An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results

On the theory of scales of measurement

Stanley Smith Stevens. 1946 · 1946

Earlier work this paper cites.

An information-theoretic external cluster-validity measure

B. Dom. 2001 · 2001

Earlier work this paper cites.

Comparing clusterings

Marina Meila. 2003 · 2003

Earlier work this paper cites.

Loss functions for preference levels: Regression with discrete ordered labels

Jason Rennie and Nathan Srebro. 2005 · 2005

Earlier work this paper cites.

Assessing invariance properties of evaluation measures

Marina Sokolova. 2006 · 2006

Earlier work this paper cites.

A comparison of different ROC measures for ordinal regression

Willem Waegeman, Bernard De Baets, and Luc Boullart. 2006 · 2006

Earlier work this paper cites.

Comparison of evaluation metrics in classification applications with imbalanced datasets

M. Fatourechi, R. K. Ward, S. G. Mason, J. Huggins, A. Schlögl, and G. E. Birch. 2008 · 2008

Earlier work this paper cites.

Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access, NTCIR-7, National Center of Sciences, Tokyo, Japan, December 16-19, 2008 . National Institute of Informatics (NII)

Noriko Kando, editor. 2008 · 2008

Earlier work this paper cites.

A comparison of extrinsic clustering evaluation metrics based on formal constraints

Enrique Amigó, Julio Gonzalo, Javier Artiles, and Felisa Verdejo. 2009 · 2009

Earlier work this paper cites.

Evaluation measures for ordinal regression

S. Baccianella, A. Esuli, and F. Sebastiani. 2009 · 2009

Cited alongside, same era.

Evaluation methods for ordinal classification

Lisa Gaudette and Nathalie Japkowicz. 2009 · 2009

Cited alongside, same era.

A note on the linearly weighted kappa coefficient for ordinal scales

S. Vanbelle and A. Albert. 2009 · 2009

Cited alongside, same era.

Combining evaluation metrics via the unanimous improvement ratio and its application to clustering tasks

Enrique Amigó, Julio Gonzalo, Javier Artiles, and Felisa Verdejo. 2011 · 2011

Cited alongside, same era.

Measuring the performance of ordinal classification

Jaime S. Cardoso and Ricardo Sousa. 2011 · 2011

Cited alongside, same era.

Overview of RepLab 2013: Evaluating online reputation monitoring systems

Enrique Amigó, Jorge Carrillo de Albornoz, Irina Chugur, Adolfo Corujo, Julio Gonzalo, Tamara Martín, Edgar Meij, Maarten de Rijke, and Damiano Spina. 2013a · 2013

SemEval-2015 task 11: Sentiment analysis of figurative language in twitter

Aniruddha Ghosh, Guofu Li, Tony Veale, Paolo Rosso, Ekaterina Shutova, John Barnden, and Antonio Reyes. 2015 · 2015

Later among the works it cites.

SemEval-2015 task 10: Sentiment analysis in Twitter

Sara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, Saif Mohammad, Alan Ritter, and Veselin Stoyanov. 2015 · 2015

Later among the works it cites.

An axiomatically derived measure for the evaluation of classification algorithms

Fabrizio Sebastiani. 2015 · 2015

Later among the works it cites.

Overview of the Evalita 2016 SENTIment POLarity Classification Task

Francesco Barbieri, Valerio Basile, Danilo Croce, Malvina Nissim, Nicole Novielli, and Viviana Patti. 2016 · 2016

Later among the works it cites.

SemEval-2017 task 1: Semantic textual similarity multilingual and crosslingual focused evaluation

Daniel Cer, Mona Diab, Eneko Agirre, Iñigo Lopez-Gazpio, and Lucia Specia. 2017 · 2017

Later among the works it cites.