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Fig. 3 | BMC Bioinformatics

Fig. 3

From: eNetXplorer: an R package for the quantitative exploration of elastic net families for generalized linear models

Fig. 3

Linear regression model of postvaccination immune cell frequency correlates of H1N1 titer response. (a) Performance across α: quality function (QF) and statistical significance (p-value of model vs null). The default QF for linear regression is Pearson’s correlation between out-of-bag predictions and the response. (b) Selection of λ by QF maximization (α=1). (c) Scatterplot of response vs out-of-bag predictions across all subjects (α=1); best linear fit (solid line) and 95% CL (shaded region) also shown

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BMC Bioinformatics

ISSN: 1471-2105

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