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Select the statement that explains the concepts of training and testing in the context of machine learning. Training is the initial stage where a model

Select the statement that explains the concepts of training and testing in the context of machine learning.
Training is the initial stage where a model is evaluated using a separate dataset to ensure it meets performance standards. Testing comes later and focuses on enhancing a model's accuracy through parameter tuning.
Training encompasses the process of adjusting a model's parameters to minimize its error on a training dataset. Testing refers to evaluating the model's performance on new, unseen data to gauge its ability to generalize.
Training involves evaluating a model's performance on new, unseen data to ensure its generalization capability. Testing, on the other hand, refers to adjusting the model's parameters to minimize its training error.
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