On the nature of information access evaluation metrics: a unifying framework

On the Theory of Scales of Measurement

S. S. Stevens · Science · 1946 · 4.7K citations

Education, Educational Measurement, Psychometrics +6

Measurement, Design, and Analysis: An Integrated Approach.

Sandra G. Funk, Elazar J. Pedhazur, Liora Pedhazur Schmelkin · Journal of the American Statistical Association · 1992 · 4.1K citations

Education, Computer Science, Educational Measurement +14

On Clustering Validation Techniques

Maria Halkidi, Yannis Batistakis, Michalis Vazirgiannis · Journal of Intelligent Information Systems · 2001 · 2.7K citations

Computing, Computer Science, Algorithms +10

Document clustering based on non-negative matrix factorization

Wei Xu, Xin Liu, Yihong Gong · 2003 · 1.9K citations

Computing, Computer Science, Data Mining +15

V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure

Andrew Rosenberg, Julia Hirschberg · 2007 · 1.2K citations

Computing, Computer Science, Data Science +9