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In supervised learning, the true values associated to each data sample are accessible, and they are used to train the classifier.
The regularization terms λ1 and λ2 associated to each data set are chosen by cross-validation in order to maximize the first canonical correlation.
For practical purposes, the two penalization parameters associated to each data set were replaced by the number of variable to select on each data set and on each sPLS dimension.
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An adapter, associated to each integrated application, receives exchanged data and assigns specific meaning to them according to each specific context of use.
Comparisons between both trees and the reference tree were evaluated with the Shimodaira-Hasegawa test (SH; see Methods) to determine whether the likelihood of the data associated to each tree was significantly different at an alpha level of 0.05 (a value above the threshold indicating a non-significant difference).
In some cases, time is seen as meta-data associated to each element in a stream either by the source that produces that element or by the SPE itself.
For each iteration, we detect all K UEs on l th subcarrier, in a successive way, using the most updated estimated of the transmit data symbols associated to each UE to cancel the corresponding interference.
Each stimuli generator is associated to a data flow that receives data from a textual file.
In such a situation, they must be able to associate each data instance to a specific sample.
A variable consumer_tlevel to associate each data consumer with its trust level: {mathbf{inv13:}} quad consumer_tlevel in consumers rightarrow TRUST_LEVEL.
AddDataItemsToSources to create data items and associate them to data sources.
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