DEMOVA: DEvelopment (of Multi-Linear QSPR/QSAR) MOdels VAlidated using
Test Set
Tool for the development of multi-linear QSPR/QSAR models (Quantitative structure-property/activity relationship). Theses models are used in chemistry, biology and pharmacy to find a relationship between the structure of a molecule and its property (such as activity, toxicology but also physical properties). The various functions of this package allows: selection of descriptors based of variances, intercorrelation and user expertise; selection of the best multi-linear regression in terms of correlation and robustness; methods of internal validation (Leave-One-Out, Leave-Many-Out, Y-scrambling) and external using test sets.
| Version: |
1.0 |
| Depends: |
leaps |
| Suggests: |
testthat |
| Published: |
2016-03-15 |
| Author: |
Vinca Prana |
| Maintainer: |
Vinca Prana <vinca.prana at free.fr> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
DEMOVA results |
Documentation:
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