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Among the six classifiers tested, the Random Forest model performed the best, achieving an accuracy of 80% for the grid search technique, 79% for the randomized search, and 77% for the Bayesian search technique, along with high precision, recall, and F1 scores

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With the tobacco industry's products, we allow them into the market and then have to prove they're dangerous, or very dangerous." * This article was updated on 2 May 2025 to make clear that the FDA issued additional authorisation for IQOS to be marketted in the US in 2020