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Questions and Answers
What is the model assumption for supervised learning presented in the text?
What is the model assumption for supervised learning presented in the text?
- $Y = f(X)ε$
- $Y = f(X)+ε$ (correct)
- $Y = f(X)-ε$
- $Y = f(X)/ε$
What does the learning algorithm modify in response to differences between original and generated outputs?
What does the learning algorithm modify in response to differences between original and generated outputs?
- Error term
- Input/output relationship (correct)
- Training set
- Model parameters
What is assembled to form a training set in supervised learning?
What is assembled to form a training set in supervised learning?
- Observations of inputs and outputs (correct)
- Learning algorithm
- Model parameters
- Error terms
What is the hope upon completion of the learning process in supervised learning?
What is the hope upon completion of the learning process in supervised learning?
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What does supervised learning attempt to learn by example through?
What does supervised learning attempt to learn by example through?
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