André M. Carrington

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 7

Top Venues

CD-MAKE

CoRR

BMC Medical Informatics Decis. Mak.

IEEE Trans. Pattern Anal. Mach. Intell.

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Olivia Magwood, Yusuf Sheikh, Matthew McInnes, Andreas Holzinger
Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
André M. Carrington, Paul W. Fieguth, Franz Mayr, Nick D. James, Andreas Holzinger, John W. Pickering, Richard I. Aviv
The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful Area. CD-MAKE (2022)
André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Matthew McInnes, Olivia Magwood, Yusuf Sheikh, Andreas Holzinger
Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation. CoRR (2021)
Andreas Holzinger, André M. Carrington, Heimo Müller
Measuring the Quality of Explanations: The System Causability Scale (SCS). Künstliche Intell. 34 (2) (2020)
André M. Carrington, Paul W. Fieguth, Hammad Qazi, Andreas Holzinger, Helen H. Chen, Franz Mayr, Douglas G. Manuel
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Andreas Holzinger, André M. Carrington, Heimo Müller
Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations. CoRR (2019)
André M. Carrington, Paul W. Fieguth, Helen H. Chen
Measures of Model Interpretability for Model Selection. CD-MAKE (2018)
André M. Carrington, Paul W. Fieguth, Helen H. Chen
A new Mercer sigmoid kernel for clinical data classification. EMBC (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

André M. Carrington