Package Algorithms
simulate data sets: mainEffect/interactionErdos/interactionScalefree
privateEC and comparison algorithms
nested cross validation methods
functions for reproducing paper analysis pipelines
Trang Le, W. K. Simmons, M. Misaki, B.C. White, J. Savitz, J. Bodurka, and B. A. McKinney. “Differential privacy-based Evaporative Cooling feature selection and classification with Relief-F and Random Forests,” Bioinformatics. Accepted. https://doi.org/10.1093/bioinformatics/btx298. 2017.
This work has been supported in part by NIMH/NIH grants (R01 MH098099 to JB, and K01 MH096175 to WKS).
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