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There exist 109 vessel type labels among 400,000 examples, and training and test sets are split in a way that the number of vessel types are identical in both sets.
Mentors received group training on how to assess fidelity, using a coding manual with standardized examples and training from a human factors expert.
In this paper, We propose a novel approach to predicting gene function for genes with few positive examples and unlabeled ones SPE-RNE: creating synthetic examples to enlarge the set of positive examples, extracting representative negative examples from unlabeled examples and training SVM classifier using Grid-search technique.
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Our novel method, VariantMetaCaller, exploits these observations, and uses the fully concordant variants as positive and the singly-called variants as negative training examples and trains SVMs to separate true variants from potentially erroneously called variants.
This approach draws a random bootstrap sample of a few unlabeled examples from the set of all unlabeled examples and trains a classifier to classify the bootstrap samples as negatives along with the positive samples.
A productivity centre is devoted to pushing forward the frontiers of technology making the world's fastest drills, for example—and training employees to help customers.
Its elements include the use of radio programmes to discuss issues such as violence against women, the introduction of labour-saving devices – machines to slice cassava, for example – and training women to become community leaders.
The training corpus for deletions consisted of 172 correctly and 47 falsely labeled examples and the training corpus for insertions of 33 true and 10 false ones.
Children were then shown a computerised, animated explanation of the task, which included examples and four training trials.
It identifies key challenges that this has brought; for example, education and training; role boundary blurring; and professional patch protectionism.
We only included the primary work tasks in the analysis and did not consider secondary work tasks beyond taking care of residents, for example, management and training functions.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com