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V-WSP variable reduction for matlab

version 1.0.1 (2.96 MB) by davide ballabio
The V-WSP variable reduction is a MATLAB routine for calculating unsupervised variable reduction based on V-WSP algorithm.

5 Downloads

Updated 26 Jan 2022

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V-WSP variable reduction for MATLAB - version 1
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The V-WSP variable reduction for MATLAB is a MATLAB routine for calculating unsupervised variable reduction based on V-WSP algorithm.
This is the version 1.0 of WSP variable reduction for MATLAB
V-WSP variable reduction for MATLAB has been released by Milano Chemometrics and QSAR research Group.
Visit our website at http://michem.unimib.it/
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HELP FILES
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Help is provided in the wsp_reduction routine. Further info on the algorithm can be found in the following paper:
D. Ballabio, V. Consonni, A. Mauri, M. Claeys-Bruno, M. Sergent, R. Todeschini
A novel variable reduction method adapted from space-filling designs
Chemometrics and Intelligent Laboratory Systems (2014), 136, 147-154
Four datasets (simulated, aphid, coffee and biodeg) are provided as example files.
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LICENCE
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The routine is freeware and may be used if proper reference is given to the authors. Preferably refer to the following paper:
D. Ballabio, V. Consonni, A. Mauri, M. Claeys-Bruno, M. Sergent, R. Todeschini, A novel variable reduction method adapted from space-filling designs, Chemometrics and Intelligent Laboratory Systems (2014), 136, 147-154
The V-WSP variable reduction for MATLAB routine is distributed with an Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence: https://creativecommons.org/licenses/by-nc-nd/4.0/
You are free to share - copy and redistribute the material in any medium or format. The licensor cannot revoke these freedoms as long as you follow the following license terms:
Attribution - You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
NonCommercial - You may not use the material for commercial purposes.
NoDerivatives - If you remix, transform, or build upon the material, you may not distribute the modified material.
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WEB CONTACTS
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Download the routine or check updates here: http://michem.unimib.it/

Cite As

Ballabio, Davide, et al. “A Novel Variable Reduction Method Adapted from Space-Filling Designs.” Chemometrics and Intelligent Laboratory Systems, vol. 136, Elsevier BV, Aug. 2014, pp. 147–54, doi:10.1016/j.chemolab.2014.05.010.

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MATLAB Release Compatibility
Created with R2021b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.