Mean performance of the cNB classifier by systematic review and feature set.

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, P<0.001.bHigher 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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PID https://www.doi.org/10.1371/journal.pone.0086277.t004
URL http://dx.doi.org/10.1371/journal.pone.0086277.t004
URL https://figshare.com/articles/_Mean_performance_of_the_cNB_classifier_by_systematic_review_and_feature_set_/915095
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Author Bekhuis, Tanja
Author Tseytlin, Eugene
Author J. Mitchell, Kevin
Author Demner-Fushman, Dina
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Publication Date 2015-01-01
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Source https://science-innovation-policy.openaire.eu/search/dataset?datasetId=r37980778c78::c09b74a17536dc5262c718641a320b56
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Last Updated 17 December 2020, 02:59 (CET)
Created 17 December 2020, 02:59 (CET)