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. Author manuscript; available in PMC: 2012 Sep 18.
Published in final edited form as: Stat Commun Infect Dis. 2011 Oct 4;3(1):5. doi: 10.2202/1948-4690.1038

Table 2.

Summary of the components of the experimental design

Components Number Names
Social Networks Three Seattle, Los Angeles and New York
Classification Methods Seven Linear and Flexible Discriminant Analysis, Nearest Mean Method, Nearest Median Method Minimum Distance Method, Random Forest, Support Vector Machines
Combined Classifiers Four Simple voting classifier, linear, exponential, and polynomial weighted voting classifiers
Influenza epidemics Six Catastrophic, Mildly Catastrophic, Strong, Mildly Strong, Moderate and Mild
Statistical Methods Two McNemar and Chi-square tests