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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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However, it is found that HTPs emit a significant number of toxicants, comparable, in the case of several chemical families, with the number emitted from CCs, though often at lower concentrations 4