✅ Quiz M5.01

Question

From the presentation given in the video, for which kind of supervised learning tasks decision trees can be applied to:

• a) classification tasks

• b) regression tasks

• c) clustering tasks

Select all answers that apply

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