Exact(3)
While specific semi-supervised approaches may vary, self-training methods are common and can be described as a process in which an initial DNN is trained on some labeled data and used to classify unlabeled data, out of which the examples resulting in the most confident predictions are selected and added to the pool of supervised training data.
In many bioinformatics applications, however, positive examples are substantially less abundant than negative examples, resulting in a highly imbalanced class ratio.
Under an approved RetroGuide Institutional Review Board IRBB) protocol, 40+ different scenarios were modeled by several analysts (see [Additional file 2] for examples) resulting in more than 360 execution reports being available in the RetroGuide project table.
Similar(55)
All of these examples result in clasts of one lithology.
However, excluding those in which the monomer is symmetrically substituted, only few examples resulted in regio-regular products [46, 48].
The dust can cover snow on mountains, for example, resulting in faster and earlier snow melt.
Should French and Belgian railway lines be bombed, for example, resulting in numerous civilian casualties, to assure the safety of Allied invaders on D-Day?
A linearly distributed eigenstrain is attempted in the first example, resulting in a linear interior stress field.
Paedomorphosis has occurred many times in frogs, for example, resulting in the development of many miniature species.
Two thousand civilian employees at the Army Research Lab in Maryland will be subject to one-day-per-week furloughs starting on April 22, for example, resulting in a 20percentt drop in pay.
Understanding that some provisions of the acts were unfair (for example, resulting in the payments of multiple duties), some violations were overlooked, and they suggested to the Lords of Trade that the laws be modified to ameliorate these conditions.
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