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Murphy Lab - Software - BMC Bioinformatics 2015 - Deciding When to Stop


The software and intermediate results used for the following paper can be downloaded below:

M. Temerinac-Ott, A. W. Naik, and R. F. Murphy (2015) Deciding when to stop: Efficient experimentation to learn to predict drug-target interactions. BMC Bioinformatics 16:213.

License

This source code has been released under GNU LGPL v2.1.

Downloads

The data and code are contained in the following files.

Source Code

Primary Data

Intermediate Results

These files can be used to regenerate the tables and figures in the paper. You can use the helper script getintermediatedata.sh to download, concatenate and extract all of the intermediate data.

Recreating results from raw data

To recreate the results from the article (i.e. the figures and tables) from the primary data,

Download and expand the source code to the desired directory.
wget -nc http://murphylab.web.cmu.edu/software/2015_BMC_bioinformatics/BMC_active_source_code.tgz
tar -xzf BMC_active_source_code.tgz
Go into the code directory and run the code
cd code
matlab
>> run This will download the primary data and run all analyses. It may take several days on a single compute node.

Recreating results from intermediate results

To recreate the results from the article (i.e. the figures and tables) from the intermediate results,

Download and expand the source code to the desired directory.
wget -nc http://murphylab.web.cmu.edu/software/2015_BMC_bioinformatics/BMC_active_source_code.tgz
tar -xzf BMC_active_source_code.tgz
Go into the code directory and run the code
cd code
matlab
>> run('intermediate_results') This will download the primary data and the intermediate results, and then generate figures and tables from them.

System requirements

  • MATLAB
This package has been tested using Matlab 2014a in CentOS.



Last Updated: 28 Sep 2015




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