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Since, in practice, the data acquired from a system being identified are received sequentially within a specific time interval, each piece of data can be assigned a label, time tag, which shows the sequence of data relative to one another in the time domain.
Table 1 shows the percentage of PhymmBL input set reads correctly labeled for select ranks and reads that were incorrectly labeled or failed to be assigned a label.
Samples can be assigned a label (e.g. a treatment group) based on whether or not they contain a certain attribute (e.g. a protein, or a group of proteins) and at what level the attribute is found within the samples [ 30, 31].
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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].
Additionally, abstract concepts, unlike concrete concepts, in which an object is perceived before being assigned a label, require a label to subsume the contextual constraints associated with the concept.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com