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Summary This video tutorial introduces random forests (RF), a robust and widely used machine learning algorithm for classification and regression tasks. Random forests are an ensemble learning method that builds multiple decision trees and combines their predictions to improve accuracy and robustness. Unlike a single decision tree, which may ...
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