The training data
Example: Training data teaches model patterns from labeled input
Definition
"Training data" refers to the set of labeled examples used in research and machine learning to teach a model how to recognize patterns and make predictions. It forms the foundational input that guides the model's learning process by providing known outcomes.
Etymology
The term "training data" combines 'training,' derived from the Old French 'trainer,' meaning to drag or pull, later evolving to mean preparation or practice, and 'data,' from the Latin 'datum,' meaning something given. Together, they describe data given for the purpose of training models or systems.
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"The training data" appears in the Vocaplus list "English - Research - (A1-C2) - set 1", containing 108 commonly used words.
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