Question: What is the term for the ability of a machine learning model to make accurate predictions on unseen data?
Answer:
Generalization is the ability of a machine learning model to make accurate predictions on unseen data, indicating that it has learned patterns rather than just memorizing training data.
MCQ: What is the term for the ability of a machine learning model to make accurate predictions on unseen data?
Explanation:
Generalization is the ability of a machine learning model to make accurate predictions on unseen data, indicating that it has learned patterns rather than just memorizing training data.
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Related Questions
- 1. In machine learning, what is the process of selecting the best model from several candidate models?
- 2. What is the primary objective of reinforcement learning in machine learning?
- 3. Which type of machine learning algorithm is used for classifying data into predefined categories?
- 4. What is the purpose of unsupervised learning in machine learning?
- 5. Which machine learning technique involves training a model to mimic the behavior of the human brain?
- 6. In natural language processing (NLP), what is the term for reducing words to their base or root form?
- 7. What type of machine learning algorithm is commonly used for anomaly detection?
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