Beginner
Artificial Intelligence & Machine Learning
Q7 / 100
What is a decision tree?
Correct! Well done.
Incorrect.
The correct answer is B) A supervised learning model that splits data using feature-based conditions in a tree structure to make predictions
B
Correct Answer
A supervised learning model that splits data using feature-based conditions in a tree structure to make predictions
Explanation
Decision trees split at each node based on the feature best separating classes/reducing variance (Gini impurity, information gain, MSE). Easy to interpret but prone to overfitting without pruning.
Progress
7/100