Question

What are the advantages of using Decision Trees?

Answer 1

• Decision trees are easy to understand and interpret, as the rules generated by the tree are explicit.
• Decision trees can handle both categorical and numerical data.
• They require little data preprocessing, such as handling missing values or scaling features.
• Decision trees can capture non-linear relationships between features.
• They can handle both classification and regression tasks.