Training data refers to the dataset used to train a machine learning model, helping it learn patterns and make predictions. This data includes input-output pairs that enable the model to adjust its parameters and improve its accuracy over time. It plays a crucial role in the performance of machine learning algorithms, impacting how well the model generalizes to new, unseen data.
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