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Specifically, features were aggregated by source and type with respect to processing phase: lexical, frequency, dictionary, and known PHI (Table 2).
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The features are aggregated into patterns.
These features are aggregated into the minimum, maximum, average, and total value for each cluster.
All the low-layer features are aggregated into several groups in a "bag of features" manner, and then a higher-layer feature is extracted based on the lower-layer features in the same group.
Specialised to concrete, the continuous phase represents mortar, while the features are aggregates and voids.
Features that were identical or nearly identical were aggregated.
In our experiment, 147 symptoms were aggregated into 27 groups and 27 syndrome features were extracted.
Each SVM in the multi-class classifier is trained separately to achieve its best classification performance by choosing proper features before they are aggregated.
The weights of the support vectors determine the rank of the features, and individual rankings are aggregated in a consensus ranking using linear aggregation (Abeel et al., 2010).
In addition, it provides a score for each feature, which can then be aggregated over different regression problems, i.e. different target genes in our case.
For each video, SIFT features from all extracted keyframes are aggregated into the Bag-of-Words histogram to build the global feature representation.
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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