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The dataset of tweets related to the 2015 Barcelona City Council election is described in "Dataset" section.
We also show a comparison between our approach and other existing methods on the same dataset (Section 5.2).
Then, only the unknown PDF files from the previous step are checked for their compatibility with PDF specifications (explained in "Dataset" Section that describes the dataset collection) {3}.
In "Dataset" section, we discuss the characteristics of data collected by two sampling approaches along with the results obtained for the prediction.
We asked participants to indicate the likelihood that images of their own face, and of an unfamiliar face, would be used as profile images in three key social networking contexts (Facebook, dating, professional: see the "Profile Image Dataset" section).
On the other hand, the AUCROC computes unintuitively high value for many search results since the number of hits in the dataset is relatively high (5 to 11 hits among 49 total, as described in the dataset section).
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We have noted that a scaffold might contain different configurations in "Datasets" section.
Parameters were optimized with regard to the performance on CHEN11 dataset (see the datasets section) considering averaged results of repeated independent runs of 5-fold cross-validation.
To improve the efficiency of the clustering stage, we used the KM-HMR algorithm and the large datasets described in "Datasets" section.
"Classification with imbalanced datasets" section includes a description for imbalanced classification, focusing on its characteristics, metrics of performance, and standard solutions.
The infrastructure consists, in particular, of software to retrieve, merge, filter, and aggregate data from the data sources, which are then stored in a repository ("Technologies and resulting datasets" section).
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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