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The phrase "the boosting" is correct and usable in written English
It can be used in contexts where you are referring to the act of enhancing or increasing something, often in a technical or marketing sense. Example: "The boosting of our social media presence has led to increased engagement with our audience."
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Boosting-based approach is considered as any image-based approach that uses the boosting algorithm in the classification stage.
Otherwise, the boosting scheme will not work.
The boosting process requires some amount of labeled target data.
Finally, in Section 3.5, we describe the boosting cascade training.
Here, we employ the boosting technique, specifically, AdaBoost.
These methods train a discriminative classifier under the boosting framework.
DecisionStump (DS) It is an algorithm designed for use with the boosting method.
The boosting factor should be higher than one but lower than the MS/MS boosting factor.
This confirms that can improve the boosting performance through controlling the weakness of the learners.
From the figure, the effectiveness of the boosting scheme is observed.
This study adopts RDA as a learner in the boosting algorithm.
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