It is also necessary to provide a value of minimum density we allow for the generated clusters (d), a minimum value for cluster property that determines the nature of periphery tracking (cpin), and a minimum number of objects that we want in a cluster.
Conversely, icoshift maintains the original dimensionality of the data set and allows for the possibility of generating backscaled OPLS loadings that greatly enhance overall model interpretability.
By using a detector/decoder at the relay, the DF protocol allows for re-generating the transmitted signal, such that the noise propagation can be avoided.
DESMSCI allows for the inspection of automatically generated hypotheses and their validity by retrieving the PubMed document(s) related to the concepts linked through the hypothesis.
This allows for the non-linear relationship generated by mortality rates increasing slowly at younger ages followed by a more rapid increase with increasing age (Fig. 2).
Using our continuum, Yin could be positioned on the far right, as his view also allows for the inclusion of quantitatively generated data, requires data to be collected through clearly articulated steps, integrating multiple sources of evidence to create a database of evidence in the form of narratives, documents, fieldnotes, observations etc. to increase the reliability of the case study.
An approach based on genetic distances allows for the use of data generated from any type of genetic information, whether it came from dominant molecular markers, morpho-agronomic traits, or even a coefficient of distance which combines the two types of information.
Moreover, the approach allows for the inclusion of a user generated error term (E) to account for the amount of error admissible along the true-positives axis (the omission error) [ 43].
Because a Monte Carlo-based uncertainty analysis is computationally very demanding, especially when complex models are involved, we developed a fast indicative uncertainty assessment method that allows for generating proxies of the Monte Carlo-based result in terms of the mean prediction and its associated uncertainty based on a single model evaluation.
Addition of DhaA together with commercially available and inexpensive AOX and HRP to haloalkanes allows for the subsequent oxidation of the alcohol (generated by DhaA-catalyzed halide abstraction) into a corresponding carbonyl derivative and utilization of the resultant hydrogen peroxide as a cosubstrate of HRP with subsequent formation of an analytical signal by ABTS oxidation.
