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Profiles are assigned a label to substantiate these differences.
This process continues until all reactions and metabolite pools are assigned a label.
The algorithm initially assigns the label of a bag to all examples in it, i.e. all examples in positive bags are assigned a label of +1 whereas all negative examples are assigned –1.
The query genes are assigned a label value of 1, while all other genes are 0. Label propagation is then applied to the entire network and the resulting labels are saved as the score attribute in the node table.
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Each node of the graph is assigned a label (active or non active).
Many real-world pattern recognition problems can be modeled using multiple-instance learning (MIL), where instances are grouped into bags, and each bag is assigned a label.
Depending on the direction of spectral change associated with any given segment in a trajectory, the segment was assigned a label of disturbance, recovery, or stable.
The feature vector is assigned a label that has highest probability for it.
Each SURF feature descriptor of each object image is assigned a label (word), the closest k-means centre to it.
Therefore, each substructure was assigned a label, 'deleterious' or 'beneficial', depending on its influence on bioactivity on either COX-1 and COX-2.
We model CU splitting as a binary classification problem, (i.e., a CU that is not split into four sub-parts is assigned a label +1, otherwise −1 is assigned,) and tackle the classification problem by SVM [23].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com