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| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| LICENSE.TXT | 2016-04-05 | 35.1 kB | |
| README.TXT | 2016-04-05 | 1.3 kB | |
| SVM_script_v1.tar.gz | 2016-04-05 | 6.8 kB | |
| Totals: 3 Items | 43.2 kB | 0 | |
This is the script prepared to run support vector machines from R environment. It requires 'kernlab' package installed. For more information please refer to its original manual at the CRAN repostitory: https://cran.r-project.org/web/packages/kernlab/index.html Datasets in tab-delimited TXT files, where the last column contains the known answer to the problem (dependent variable) and previous columns are features (regressors or independent variables). The assumption is that the model is of MISO type (multiple-input-single-output). ########################################################################## This program comes with ABSOLUTELY NO WARRANTY This is free software, and you are welcome to redistribute it under certain conditions. Please find a LICENSE.TXT file to look for a more detailed description of terms and conditions based on the GNU GPLv3 license ########################################################################## If you are satisfied with this script and find it useful please cite our work: Pacławski A, Szlęk J, Lau R, Jachowicz R, Mendyk A., Empirical modeling of the fine particle fraction for carrier-based pulmonary delivery formulations. Int J Nanomedicine. 2015 Jan 21;10:801-10. doi: 10.2147/IJN.S75758. eCollection 2015.