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Fig. 12 | BioData Mining

Fig. 12

From: The optimal crowd learning machine

Fig. 12

Depicts 5XCV outcomes on 3 learning machines used in the optimal crowd classifier for SpamBase Data. 1800 spam and 1800 not-spam samples were used for the 5XCV. The percent errors of each fold were averaged for a final result. The error bars represent one standard error. The label “SYN = True” means that synthetic features were used in the optimal crowd, and the label “SYN = False” refers to the lack of synthetic features. Panel a depicts machine performances for classification based on probability, and Panel b depicts machine performances for pure classification

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