Function Wrapper contains four algorithms for developing threshold-based multivariate (prognostic/predictive) biomarker signatures via bootstrapping and aggregating of thresholds from trees, Monte-Carlo variations of the Adaptive Indexing method and Patient Rule Induction Method. Variable selection is automatically built-in to these algorithms. Final signatures are returned with interaction plots for predictive signatures. Cross-validation performance evaluation and testing dataset results are also output.
|Author||Xin Huang, Yan Sun, Saptarshi Chatterjee and Paul Trow|
|Maintainer||Xin Huang <[email protected]>|
|Package repository||View on CRAN|
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