Learn about the significance of labeling images for classification models. Explore how proper labeling influences model training and accuracy in AI applications!
Table of Contents
Question
Assigning classes to images before training a classification model is an example of __________.
A. evaluation
B. feature engineering
C. hyperparameter tuning
D. labeling
Answer
D. labeling
Explanation
Explanation: Labeling involves assigning categories or classes to data instances, such as assigning specific categories to images in the case of classification tasks. This step is crucial for supervised learning, providing the ground truth data necessary for the model to learn and make predictions accurately.
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