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16,742 results
  • Systematic Online Academic Resource (SOAR) Review: Renal and Genitourinary. [Review]
    AEM Educ Train 2019; 3(4):375-386Grock A, Bhalerao A, … Trueger NS
  • CONCLUSIONS: We demonstrated the feasibility of systematically identifying and curating FOAM resources for a specific EM topic and identified an overrepresentation of some subtopics. This curated list of resources may guide trainees, teacher recommendations, and resource producers. Further entries in the series will address other topics relevant to EM.
  • A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates. [Journal Article]
    Data Min Knowl Discov 2019; 33(6):1674-1709Large J, Lines J, Bagnall A
  • Our hypothesis is that building ensembles of small sets of strong classifiers constructed with different learning algorithms is, on average, the best approach to classification for real-world problems. We propose a simple mechanism for building small heterogeneous ensembles based on exponentially weighting the probability estimates of the base classifiers with an estimate of the accuracy formed t…
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