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With so many wonderful submissions, the challenge was to narrow the shorts down to the very best, but luckily we attracted the very best judges.
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In this study, we present and discuss various computational methods, ranging from molecular similarity to different machine-learning approaches and their intrinsic limitations by comparing them with the best prediction models from our previous work [28] that ranked top among the submissions to the challenge.
We briefly describe the characteristics of the data and define the allelic test χ2 statistic, which is used for evaluating the performance of submissions in the challenge.
The final phase of network improvements emphasized the discussion and consolidation of all submissions from the challenge crowd to synthesize more holistic changes within the set of network models.
The lasting time (indicated by color of vertex in Figure 3) of a cluster, which is the time difference between its first and last submission during the challenge, gives an indication of the duration in which the suspicious cluster affected the DNC.
This result is slightly better than our initial submission to the challenge.
To evaluate the NER performance of the Sydney team's system, we picked up three submissions from them in the challenge and chose the best one (submission 3).
The resulting binding patterns, represented as PWMs, were withheld as the "gold standard" to evaluate the challenge submissions.
After the challenge, submissions were evaluated against the true topology based on the area under the precision-recall curve (AUPR) and the area under the receiver-operator characteristics curve (AUROC).
The submission challenges the Chinese nine-dash line as interfering with Philippine sovereignty within its 200-mile exclusive economic zone which the Chinese unsurprisingly rejected.
Two B. trehalosi isolates were identified from diagnostic submissions of bovine cases for the challenge study.
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