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A snow cover with three layers was artificially generated on the model ice sheet.
We began metabolic model reconstruction by parsing the existing genome-scale models for C. acetobutylicum ATCC 824 [ 20- 22] and the automated model generated on the Model SEED website [ 23].
Two types of source trees were generated on the model trees: "clade-based source trees (each tree being a dense sample within a specific clade of the model tree), and "scaffold" source trees (a random sampling of a proportion of the taxa throughout the model tree).
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An ROC curve generated on the final 11-analyte model, using only samples not used in model development, to avoid over-fitting, yielded an area underneath the curve (AUC) value of 0.953, significantly better than CA-125 alone [24].
For each such splitting, LUT, PLS and LS-SVM models are first generated on the calibration set, by optimizing the model parameters.
Thus, the models generated on the training set using 26 aminooxadiazoles were used to predict the PIM1 inhibitory activity of the remaining molecules.
As long as, the models generated on the training set using 19 of 5- 1H-indol-5-yl -1,3,4-thiadiazol-2-amine derivatives were used to predict the PIM1 and PIM2 inhibitory activities of the remaining molecules.
First, a number of data sets containing case-parental or case-control samples are generated on the basis of a disease model.
To study this sensitivity problem, in this paper the feedback controls generated on the basis of the discretized model are applied to the actual distributed system and the corresponding closed-loop poles are computed.
Using the framework we present here, predictive models for arbitrary mixtures can be automatically generated on the basis of a library of models for individual substances.
Tests scenarios are generated on the basis of Petri net models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com