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Advanced Database: What is overfitting? What is underfitting? What is decision tree pruning? What is cross-validation? What is the role of the activation function? Provide

Advanced Database:

What is overfitting?
What is underfitting?
What is decision tree pruning?
What is cross-validation?
What is the role of the activation function?
Provide some examples of activation functions.

Every answer should be minimum if 4 to 5 lines

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