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It is often a good idea to manually review the evidence supporting a random subset of the sites for example, using the integrative genomics viewer (75, 76)—and this review should always be carried out for the key variants supporting a manuscript or novel finding.
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Estimate the SVDD parameters to model the region of support for the background given a random subset of the background spectra and s2.
(3) Estimate the SVDD parameters to model the region of support for the background given a random subset of the background spectra and s2. (4) For each pixel in the data matrix perform the decision test: (i) if is less than the detection threshold t, the pixel is part of the background.
Two authors blindly assessed a random subset of abstracts to corroborate inclusion and exclusion (JPC, AH).
"Relative," here, is relative to a random subset of big companies in the same industry grouping.
A random forest is an ensemble of fully grown decision trees, each fit to different random subsets of the data and with a random subset of features.
A random subset of participants (n = 150) undergoes neuroimaging procedures that include structural and functional magnetic resonance imaging assessments.
The construction of the different classification trees has random components i.e., for each tree, only a random subset of observations, and for each decision node, only a random subset of features is considered leading to the term Random Forests.
Indeed the current practice is to remove a random subset of samples.
A RF is random in two ways: (1) each tree is based on a random subset of the observations, and (2) each split within each tree is created based on a random subset of candidate variables [39].
A random subset of images was chosen for each participant.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com