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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.
Package details |
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Author | Xin Huang, Yan Sun, Saptarshi Chatterjee and Paul Trow |
Maintainer | Xin Huang <xhuang.stats@gmail.com> |
License | GPL-3 |
Version | 0.11 |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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