What is a benefit of a diverse, balanced, and large dataset?
What is a benefit of a diverse, balanced, and large dataset?
A diverse, balanced, and large dataset improves model accuracy. When a dataset is diverse, it captures a wide range of scenarios the model might encounter in real-world applications. A balanced dataset ensures that the model does not become biased towards any particular class or category. A large dataset provides the necessary volume for the model to learn and generalize effectively. Together, these characteristics lead to a higher level of accuracy in the predictions made by the model.
C. Model accuracy