Research Article
Identification of Microbial and Proteomic Biomarkers in Early Childhood Caries
Table 1
Performance statistics of three (multivariate) classification models built for the microbial data. The models were optimized for the average misclassification error (zero-one loss). The statistics include averages and standard deviations of test errors, sensitivities, and specificities of respective classifiers. The averages and standard deviations were calculated across 40 different train/test obtained using the random subsampling approach.
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SVM: linear support vector machine. SVM on the top 20 Wilcoxon peaks. Random forest. |