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in this group of smokers, it seems that the number of cigarettes per day is not as important as other variables when assessing cigarette dependence

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If there are some traces of tobacco or dottle remaining either carefully loosen and remove these with a blunt blade or spike of your pipe tool, or tap the pipe gently on the heel of your hand

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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