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The institute employs a staff of 45, including a cadre of rumpled techies intent on constructing training scenarios that deliver a visceral wallop.
In addition to standard test/training splits and cross-validation, we used a clustered cross-validation strategy where clusters of compounds are left out when constructing training sets.
We test model performance by constructing training datasets representing 90% of the HI measurements for each of the four influenza lineages and test datasets representing the remaining 10% of the measurements for each lineage.
Constructing training set to computationally detect piRNA with Fisher discriminant algorithm (Fisher, 1936), we use two groups of samples: a positive group consisting of true piRNA sequences from five model species and a negative group of non-piRNA sequences.
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The Derby plant is currently constructing trains for London's Crossrail, which has been named the Elizabeth line.
Experiments conducted on a real-world dataset demonstrate that the constructed training set can result in higher accuracy for image annotation.
Data preparation including normalization, attribute selection, kernel parameters optimization by grid search technique and data partitioning to construct training and testing data sets were performed on the data.
For this purpose, an experimental database for the adhesive anchors compiled by the ACI Committee 355 was obtained and utilized to construct training and test sets so as to derive the closed-form solution by means of gene expression programming (GEP).
For one, this might press departments to construct training programs with a more predictable (and shorter) time-to-degree.
For varying values of σ ε, we construct training and test sets.
They allow engineers to construct training and validation data sets with an intuitive user interface, decreasing time spent on this stage from days to hours.
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