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We argue that the context information about a face can be advantageously used in the deeper nodes of the boosting process when the features derived from the central region of the face do not provide any further benefit.
However, it can be empirically observed that, in the deeper nodes of the boosting process, the non-face examples collected by bootstrapping are in fact very similar to the face examples, and the error rate of those feature-based weak classifiers is very close to 50%.
The boosting process requires some amount of labeled target data.
In general, lower indices correspond to more influential nodes that were added earlier in the boosting process.
The selection of each new weak classifier can be viewed as a feature selection method in the boosting process.
Each phase of the boosting process creates a submodel, which we will refer to as expert for disambiguation purposes.
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In the presence of high noradrenaline levels, corticosterone might boost process of re-encoding induced by reactivations during waking (although reactivations per se occur at a lower rate), and such effect might underlie the strengthening effects of GC on hippocampal memory consolidation if administered during wakefulness.
In addition to an extra tank, the degumming process involves the use of acids and high temperatures, all factors boosting the process costs.
This is of equal importance to better understand, monitor, analyze, and plan smart sustainable cities for the purpose of catalyzing and boosting the process of sustainable development towards achieving the long-term goals of sustainability.
In a broader sense, this work illustrates that water constraint can be a mirror through which not only factors impeding cellulose saccharification can be studied, but also those boosting this process.
Boost process: 5 mL of MRS broth was inoculated with probiotic strain and incubated for 24 h at 37°C.
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