βœ… Quiz M5.01ΒΆ

Question

Decision trees can be applied for:

  • a) classification tasks

  • b) regression tasks

  • c) clustering tasks

Select several answers

Question

A given split node in a decision tree classifier makes:

  • a) a binary decision considering a single feature at a time

  • b) a binary decision considering a combination of all the input features

  • c) multiple binary decisions considering a single feature

  • d) a binary decision considering a non-linear combination of all input features

Select a single answer

Question

Which aspect of the decision tree learning procedure is most typically used to control the underfitting/overfitting trade-off?

  • a) The number of children of a split node

  • b) The magnitude of the weight coefficients

  • c) The maximum depth of the decision tree

Select a single answer