What are the concepts of training error, generation error, and machine capacity? • For a general machine learning model,

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What are the concepts of training error, generation error, and machine capacity? • For a general machine learning model,

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What are the concepts of training error, generation error, and
machine capacity?
• For a general machine learning model, what is the relationship
between model capacity and error?
• What are underfitting and overfitting?
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