Mean performance of the cNB classifier by systematic review and feature set.
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aBaseline F3 (%): Ameloblastoma = 40.20; Influenza = 38.96; Galactomannan = 31.00; Malaria = 58.82; Organ transplant = 32.03. All mean F3 values surpassed the baseline values, one-tailed Z-tests, PbHigher ranks associated with better performance.cLower ranks associated with better performance.dMean ranks significantly different for F3, precision, and classification error: Friedman's test of mean F3 ranks (4 df) = 9.760, P = .045; Friedman's test of mean precision ranks (4 df) = 16.480, P = .002; Friedman's test of mean classification error ranks (4 df) = 16.480, P = .002.eFriedman's test of mean recall ranks (4 df) = 1.980, P = .739, NS.
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2015-12-02
