Sentence examples for each of the representation from inspiring English sources

Here, we rank each of the representation spaces in order to gain a better insight on the robustness and accuracy of each representation.

Three different sets of images were used for obtaining the parameters and testing each of the representations, in order to avoid over-fitting.

This kind of analysis not only allows us to study how each of the representations behaves using the original images (naturally containing some noise due to the imaging devices), but also gives an insight of how robust each of the representations actually is: those representations that produce similar results with or without induced errors can be regarded to be robust.

In Table 7, each of the representations is ranked with respect to (a) the original images and (b) the combined illumination errors and noise types, while Table 8 combines the aforementioned results into a single ranking.

Accuracy and AUC, averaged over 27 datasets, as obtained by random forest models with access to the each of the representations are presented in Table 4.

To compare these representations and assess their ability to correctly inform public health policies, such as targeted vaccination strategies, we used each of the representations to simulate the spread of an infectious disease, modeled by an SEIR model, and we compared the results with the outcome of simulations based on the most detailed representation (DYN), which we regard as a gold standard.

In other words, each component of the representation is a linear combination of the original variables.

Genetic Algorithms (GAs) [ 18] have been employed for building selectors where each allele of the representation corresponds to one gene and its state denotes whether the gene is selected or not [ 19].

Hence, the dimensionality of the representation for each cloud image is 54.

Our current results only show tuning for sequential nature of the sequence, but do not reveal the exact nature of the representation in each of the areas.

Is it more beneficial for students when teachers refer to each of the linked representations multi-modally?