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Fig. 4 | BMC Bioinformatics

Fig. 4

From: Semi-supervised machine learning for automated species identification by collagen peptide mass fingerprinting

Fig. 4

Sensitivity and specificity of semi-supervised learning showing (a) a comparison of samples identified by ML to the validation set (percentages of correctly identified samples (i.e. sensitivity) indicated above the bars for each species), (b) sensitivity (sen.) and specificity (spec.) of semi-supervised learning (training set = 5) over 10 ML runs shown in box-and-whisker plots (specificity scores were presented as bars due to zero standard deviations of most taxa; bars and error bars represent the mean and standard deviation) and (c) the effect of training set size on the sensitivity across many taxa

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BMC Bioinformatics

ISSN: 1471-2105

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