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(2) It incorporates the Multi-head Self-Attention Mechanism (MHSA) to bolster the networks global feature learning capacity

She was smoking like most of the other starlets of her era, and tobacco companies had just started using the images of robust throats like opera singers in order to market their wares

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This issue is called class imbalance in the ML literature [2527], and is a challenge in deploying ML algorithms for smoking cessation prediction using both clinical [28] and survey data, due to the inherent low rate of quits

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