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Question 5 Machine Learning [ 1 2 Marks ] With regards to regression, describe how overfitting occurs and why it is problem - atic. Describe
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Machine Learning
Marks
With regards to regression, describe how overfitting occurs and why it is problem
atic.
Describe the basic idea behind fold cross validation.
How does a decision tree learning algorithm decide which attribute to test next?
Describe how the bandwidth parameter in kernel density estimation relates to over
fitting and underfitting.
Describe how autoencoders can be pretrained for downstream classification tasks.
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