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Despite these challenges, the Pima Heart Green Valley dataset is a valuable resource for researchers and practitioners in the field of machine learning and data science. The dataset has been used to develop and evaluate a wide range of prediction models, including logistic regression, decision trees, random forests, and neural networks.