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The total ion chromatogram (TIC) and EICs based on MetExtract data processing output of one representative labelled HT2 barley sample measured with LC-Orbitrap-MS is shown in Fig. 1.
Although machine learning approaches coupled with large and representative labelled databases could identify some PHI occurrences, such systems are innately fragile.
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Our code also allows users to implement supervised learning approaches with their own representative labeled training data.
Known classes is the number of classes that have representative labeled instances in the training set at a given iteration.
The effort required to retrieve representative labeled instances to learn a classification model is not only related to the number of distinct classes [2].
Mr. Cohen, 22, an analyst in public health care for Citigroup, then realized, "I have an app for that!" Using a tuner on his phone, the team representatives labeled the boxes to form a 16-key piano that glowed violet.
In the second scan, the pixel's provisional label is replaced by the representative label.
For each topic the topic ID and a representative label is provided.
During the second image scan, we only need to replace each provisional label by its representative label.
MAP is the translation table, which denotes the correspondence between the representative labels in the previous row and the provisional labels in the current row.
If MAP i) = k, it indicates that i which is a representative label in the previous row has been translated to label k in the current row; if MAP i) = 0, it indicates that representative label i in the previous row does not have a translated label in the current row.
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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