4 found
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Gregory F. Cooper [3]Gregory Floyd Cooper [1]
  1.  2
    The Science of the Struggle for Existence on the Foundations of Ecology.Gregory J. Cooper, Gregory John Cooper & Gregory Floyd Cooper - 2003 - Cambridge University Press.
    An examination of longstanding foundational controversies in the philosophy of ecology.
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  2.  4
    The Computational Complexity of Probabilistic Inference Using Bayesian Belief Networks.Gregory F. Cooper - 1990 - Artificial Intelligence 42 (2-3):393-405.
  3. Initialization for the Method of Conditioning in Bayesian Belief Networks.H. Jacques Suermondt & Gregory F. Cooper - 1991 - Artificial Intelligence 50 (1):83-94.
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  4.  21
    An Evaluation of Machine-Learning Methods for Predicting Pneumonia Mortality.Gregory F. Cooper, Constantin F. Aliferis, Richard Ambrosino, John Aronis, Bruce G. Buchanon, Richard Caruana, Michael J. Fine, Clark Glymour, Geoffrey Gordon, Barbara H. Hanusa, Janine E. Janosky, Christopher Meek, Tom Mitchell, Thomas Richardson & Peter Spirtes - unknown
    This paper describes the application of eight statistical and machine-learning methods to derive computer models for predicting mortality of hospital patients with pneumonia from their findings at initial presentation. The eight models were each constructed based on 9847 patient cases and they were each evaluated on 4352 additional cases. The primary evaluation metric was the error in predicted survival as a function of the fraction of patients predicted to survive. This metric is useful in assessing a model’s potential to assist (...)
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