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Introducing e-cigarettes into clean air environments may result in population harm if use of the product reinforces the act of smoking as socially acceptable or if use undermines the benefits of smoke-free policies. A Longitudinal Analysis of E-cigarette Use and Smoking Cessation Journal of the American Medical Association Internal Medicine , May 2014, Vol

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25 used machine learning, notably Random Forest, to classify smokers and non-smokers based on 17 health features, achieving 88.03% training and 83.29% testing accuracy

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The latest results are based on Gallups annual Consumption Habits poll, conducted July 1-21