Modeling activation of inflammatory response system: a molecular-genetic neural network analysis

BMC Proceedings

Table 1 Genotype-based classification of subjects with respect to IgM levels

Neural Network Analysis yielded weights that enabled re-classification of 926 subjects with respect to IgM levels through genotype-based classifiers at a sensitivity and specificity of >90% (with the exception of 23.4% of low IgM level subjects who were classified as subjects with elevated IgM levels).
^aBold text indicates correctly re-classified subjects prior to k-fold cross-validation.

ISSN: 1753-6561