Network-regularized Sparse Logistic Regression Models

The NSLR package is the implementation of the methods in the following paper.

Wenwen Min, Juan Liu, Shihua Zhang. Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery. Submitted to IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB).

More descriptions about these functions can be found in their annotation part.

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Note that before running the codes, please first set the path for "A_Simple_Example.R".
Please run the following R command in the Console.
source('A_Simple_Example.R')

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