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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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The population and industry in Port Tobacco quickly declined when the traffic from the river was cut off by the silt line and when the town was bypassed by the railroad