Decision trees
4 practice questionsData ScienceStep-by-step solutions
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1
A decision tree makes predictions by following what?
A.A random poem
B.A chemical equation only
C.A circuit resistor code
D.A sequence of feature-based splits
2
Random forests improve on single decision trees mainly by:
A.Using only one tree
B.Combining many trees to reduce overfitting (ensemble)
C.Removing all features
D.Ignoring the training data
3
A decision tree splits nodes to maximize:
A.Purity / information gain
B.The number of leaves
C.Tree depth
D.Training time
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