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About 75% of experimental data are implemented for validation of correlation, and the remains and non-repetitive data are chosen to test the new correlation.
The validation set of 738 compounds was provided by the CAESAR project partner (Istituto di Ricerche Farmacologiche "Mario Negri" (IRFMN), Milano, Italy) and implemented for validation of models.
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Ex vivo hematoxylin and eosin (H&E) histology (10-fold magnification) of major organs was implemented for nontoxicity validation of GO-Dox.
23 The VADAR (Volume, Area, and Dihedral Angle Reporter) server 24 was implemented for stereochemical validation of the P-gp molecule to investigate the φ ψ dihedral angles in a Ramachandran plot.
SWP validator is also implemented for the automatic validation of various SWPs that will be developed in the near future.
15 The Volume, Area, and Dihedral Angle Reporter server, 16 which is an improved version of the PROCHECK software (European Bioinformatics Institute, Cambridge, UK), 17 was implemented for the stereochemical validation of the ChT1 molecule to investigate the ϕ ψ dihedral angles in a Ramachandran plot.
The results indicate that although it was not possible to align the bus width for these tests, the channel offers a great way when implemented for the communication link validation and identifying best parameters for data transfer.
The procedures implemented for leave-one-out cross-validation and leave-many-out cross-validation keep the initial order of the training set object while the procedure for repeated leave-many-out cross-validation first shuffles the objects before each repetition and then performs leave-many-out cross-validation.
A three-fold cross validation was implemented for evaluating the Bayesian model.
Various matrix permutation algorithms and clustering methods with validation indices are implemented for extracting embedded information.
In order for this approach to be implemented, successful validation of inflammatory biomarkers and outcome measures for SAH would need to be developed.
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