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Home | People | Christopher Drummond

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Dr. Christopher Drummond (Chris)


Research Officer
Integrated Reasoning

NRC Institute for Information Technology
1200 Montreal Road
Building M-50, Room 374
Ottawa, ON K1A 0R6
Telephone: +1 (613) 993-0709
E-mail: Christopher.Drummond@nrc-cnrc.gc.ca


Photo of Christopher Drummond

Biography

Dr. Chris Drummond is a Research Officer at the Institute for Information Technology of the National Research Council of Canada. He holds a B.Tech. in Applied Physics and an M.A.Sc. in Electrical Engineering. In 1999 he completed his Ph.D. in Computer Science at the University of Ottawa. There he spent a further three years as postdoctoral researcher in its School of Information Technology and Engineering until taking up his current position at the National Research Council. His research interests center on machine learning and cover such areas as data mining, learning agents, hybrid systems and cost sensitive learning. Chris has published 9 refereed scientific papers on these topics. He also has extensive industrial experience obtained prior to pursuing his graduate studies.

Recent Publications
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Machine Learning an Experimental Science (Revisited)
Discriminative vs. Generative Classifiers for Cost Sensitive Learning
Cost Curves: An Improved Method for Visualizing Classifier Performance
Discriminative vs. Generative Classifiers: An In-Depth Experimental Comparison using Cost Curves
Severe Class Imbalance: Why Better Algorithms Aren’t the Answer
View all publications for Christopher Drummond

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