Sentence examples for identified edge from inspiring English sources

Step 3 (Section 2.4): each identified edge in the perturbation graph is endowed with a weight extracted from the measurements indicating the association/interaction strength between the two connected nodes.

Indeed, the unidentified edges have both lower z-score and higher target node in-degree than the identified edges (Figure 6C).

The correctly identified edges are in bold.

The Youden index is a function of the sensitivity (q) and the specificity (p) of a classifier and is defined as: (9) J = q + p - 1 Sensitivity is the proportion of true positive edges among all identified edges and specificity the proportion of true negative edges among all not identified edges.

To quantify this effect more rigorously, we define missing rate as the difference between and the ratio of the number of correctly identified edges to the total number of edges in the synthetic network, i.e. 12 here.

We also define false rate as the ratio of number of incorrectly identified edges to the total number of edges not in the synthetic network, i.e. 228 here.

In fact, where there is no Granger causality, the rate of false positives was controlled to 5%, and where there is Granger causality, the number of identified edges is clearly higher than where there is no Granger causality.

The results show that dispersal is relevant to correctly identify edge responses on community level.

Rigorous data science is applied to weed out discrepancies between reviewers' decisions and identify edge cases that don't fit the models.

In the second phase, a local image statistic minimum edge pixels difference (MEPD) is proposed to identify edge pixels from noise candidates.

To the best of our knowledge, this work is the first attempt to mitigate the problem of identifying edge direction in gene regulatory networks using only high-throughput, non-time series, observational data.