Axel Benner

Axel Benner

2 packages on CRAN

1 packages on Bioconductor

mfp

cran
99.99th

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Fractional polynomials are used to represent curvature in regression models. A key reference is Royston and Altman, 1994.

99.99th

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Support Vector Machine (SVM) classification with simultaneous feature selection using penalty functions is implemented. The smoothly clipped absolute deviation (SCAD), 'L1-norm', 'Elastic Net' ('L1-norm' and 'L2-norm') and 'Elastic SCAD' (SCAD and 'L2-norm') penalties are available. The tuning parameters can be found using either a fixed grid or a interval search.

MCRestimate

bioconductor
99.99th

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This package includes a function for combining preprocessing and classification methods to calculate misclassification errors