# RandomMatrixDiscriminant

Random matrix discriminant for bioactivity prediction. 

## Installation

Matlab is needed to run this script. This script has been tested on Matlab R2015b. 

## Usage  

RMD.m is the main function. The script returns the AUC given training and test set of decoys and actives compounds. Each compound is represented as a vector of real numbers.