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Questions and Answers
In supervised learning, what are the given outputs called?
In supervised learning, what are the given outputs called?
- Labels (correct)
- Predictors
- Descriptors
- Indicators
What type of problem has a finite set of output values such as Sunny/Cloudy/Rainy or True/False?
What type of problem has a finite set of output values such as Sunny/Cloudy/Rainy or True/False?
- Classification (correct)
- Regression
- Interpolation
- Extrapolation
In supervised learning, what is the goal when given a training set of N samples?
In supervised learning, what is the goal when given a training set of N samples?
- Identify outliers in the training set
- Find a function h that approximates the true function f (correct)
- Minimize the number of features in the training set
- Generate new samples based on the training set
What does a hypothesis represent in the context of supervised learning?
What does a hypothesis represent in the context of supervised learning?
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Which dataset is mentioned as an example of supervised learning in the text?
Which dataset is mentioned as an example of supervised learning in the text?
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What type of problem has an output that is a number, such as tomorrow’s temperature?
What type of problem has an output that is a number, such as tomorrow’s temperature?
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In classification, what type of output is expected?
In classification, what type of output is expected?
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What is the main difference between regression and classification in machine learning?
What is the main difference between regression and classification in machine learning?
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