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We trained the CRF model with manually tagged data which contain 3 million words taken from the BEST corpus [24].
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Users can also quickly manually tag data that's incorrectly categorized.
Generally, two methods to train a system exist: supervised learning where data is manually tagged as 'normal' or 'anomalous' and unsupervised learning where the detection system itself has to evaluate which data is normal and which is not.
To evaluate the step progress, we manually tagged the correct steps in all the programs.
Color Compatibility and Semantics are modeled from a dataset of manually tagged and rated color schemes from Adobe Kuler.
Next, we compared the manually tagged steps with the automatically tagged steps, which were calculated from maximizing sar s,j,k) by p s,t).
For all training conditions, five-fold cross-validation was employed on a manually tagged corpus created specifically for this task.
To align the platform movements to the precise extracellular signal the start and finish times of tilt were manually tagged.
Researchers manually tagged a total of 907 patient names in this corpus.
Methods: The Aramaki team first manually tagged all words of a training set with either a PHI tag or a non-PHI tag.
The system output was compared to that of the manually tagged reference standard.
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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