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Furthermore, some prediction examples for a set of multi-layered treatments of materials were executed by a newly proposed approach, so-called experimental hybrid multi-layer prediction.
Based on the total four-pole transfer matrices calculated by combining the two-cavity method and the TLM, some prediction examples for a set of multilayered material treatments were conducted.
The performance and effectiveness of the presented approach are evaluated using two benchmark time series prediction examples and one practical application example, and are then compared with other existing methods.
In short term climate and weather prediction, examples of these issues might involve the lack of information in the historical climate record compared with an ensemble prediction, or the lack of information in a particular Gaussian ensemble prediction strategy involving the first and second moments compared with the non-Gaussian ensemble itself.
PFM prediction examples for several TFs with unknown DNA-binding specificity are shown in Figure 7 (a).
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Fig. 10 Prediction example.
Fig. 1 D-trajectory prediction example.
A specific metabolism prediction example of AZD9291 [32] further indicated its robustness in SOMs identification and metabolites generation, and also confirmed its potential applications for metabolism prediction.
In Table 1, we give an artificial prediction example that demonstrates the above described properties of AUROC, EF, and BEDROC and outlines why AUPRC may be preferable in virtual screening.
NTP can be flexibly applied to prediction of clinical disease subtypes (Example 1), cross-platform prediction of molecular disease subtype (Example 2), cross-species phenotype prediction (Example 3), and multiclass (>2 classes) prediction (Example 4) without any special optimization of analytical parameters.
Figure 4 shows a successful prediction example for one protein, in which all top 3 predictions match the real GO terms.
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