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We present all the collected features in all patients as a feature vector in the machine learning fashion.
We first collected features that were widely used by previous predictive models and assessed the relationships between gene features and gene essentiality using a stepwise regression model.
However, the predictive power of newly-generated classifiers depends on the quality of training and validation datasets, as well as the collected features and the selected classification algorithm.
Again, we collected features from the APPRIS database and measured peptide detection rates against the presence and absence of features such as protein functional domains, functional residues, homology to known structures and cross-species conservation.
Collected features are browser plugin details, system fonts, cookie settings, screen size, and others.
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For each topology, we collect the features of unobserved nodes from 30 simulations and then aggregate the collected feature instances into a training set.
While a GIS typically operates in map-view, DigiFract collects features on a surface of arbitrary orientation in 3D space.
The fingerprints used in currently available cartridges were either designed manually or generated by automatically identifying and collecting features from molecule graphs.
The proposed approach to early warning analysis is to collect features from these classes for the event of interest, input the feature values to the (trained) A-EDT classifier, and then run the classifier to generate the warning prediction (i.e., a forecast that the event is expected to become 'alarming' or remain 'not alarming').
Proteome Analyst collects features from the SWISS-PROT KEYWORDS and SUBCELLULAR LOCATION fields of entries for proteins with the strongest BLAST matches to the query sequences [ 57].
Lately I have been reading "Reporting: The Rolling Stone Style," published in 1977, which collects feature essays from the magazine's first 10 years.
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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