Even though the model is calibrated only based on spatially-resolved thickness, it is proven using FT-IR that it also makes valid predictions regarding the film composition.
The uncertainty highlights the biggest problem with trying to understand what impact climate change will have on Arctic permafrost, and what effect the thawing permafrost will have on climate change – scientists still don't have enough data to make valid predictions, he says.
The high R2 and low p values (<0.001) in the log10 gene number versus log10 genome size regression models (Table 1) suggested that the empirically derived correlations were highly significant and could be used to make valid predictions of gene numbers.
Therefore, the purpose of this study was to develop a logistic regression NTCP model with LASSO to make valid predictions about the incidence of acute diarrhea among gynecological patients.
In order to make valid predictions from a PLS model it is important not to overfit it, that is to avoid fitting it to random noise in the observed data.
The average follow up time in the study does not allow us to make valid predictions as to the recurrence rate for these patients, although the results seem promising.
To make valid predictions of gene numbers in the genome, the empirical regression equation y' = ln -46.200 + 22.217x') and y' = ln -46.200+ 22.217x' provided by Hou & Lin [ 21] were used to candulate the predicted protein coding genes and total number of genes in a genome, respectively.
To summarize, our analysis showed that the system not only replicated already known targets, but also made novel valid predictions using existing biological and drug knowledgebases.
The objectives are to obtain accurate time-course predictions of Symbiodinium population densities in Montastraea corals, and make valid estimates, of Symbiodinium densities, under seasonal dynamics of solar insolation and seawater temperature, and through thermal stress events.
