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Multi-class AUC metrics and weighted alternatives
2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence), 2008The area under the receiver operating characteristic curve (AUC) is a useful and widely used measure to evaluate the performance of binary and multi-class classification models. However, it does not take into account the exact numerical output of the models, but rather looks at how the output ranks the cases.
Ben Van Calster +5 more
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Alternative metrics in scientometrics: a meta-analysis of research into three altmetrics
Scientometrics, 2014Alternative metrics are currently one of the most popular research topics in scientometric research. This paper provides an overview of research into three of the most important altmetrics: microblogging (Twitter), online reference managers (Mendeley and
L. Bornmann
semanticscholar +1 more source
An Alternative Derivation of the Distribution of the Individual Bioequivalence Metric
Drug Development and Industrial Pharmacy, 2003A method is proposed for estimating the probability density function (PDF) of the individual bioequivalence metric. We show that under the usual assumption of independence of the various random variables, the computations are quite feasible. A program to evaluate the integrals needed for the computations has been written.
Sanford, Bolton +2 more
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Using Alternative Metrics in the NIH Biosketch
2017With funders in the US, UK, and Europe demanding evidence of "broader impact," new metrics are required to showcase how your research is affecting your communities, key demographics (like patients or regulators), and research beyond your field. Traditional journal-based metrics like impact factor and citations take a long time to accrue and only speak ...
Gutzman, Karen E +2 more
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Alternative publication metrics in the time of COVID-19
Baylor University Medical Center Proceedings, 2022Kenneth Nugent +2 more
exaly
Completing Quasi-metric Spaces -- an Alternative Approach
2003It is known that approach spaces, a common supercategory of TOP and MET, are extremely useful when solving problems having both topological and uniform aspects. As the authors explain: ``Quasi-metric spaces have, precisely because they are the key-tool expressing asymmetry, arisen in many parts of mathematics in which precise order plays an important ...
Lowen, Robert +2 more
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