Which of the following is the basic idea of the decision tree technique?
A) to perform an RMF analysis and rank consumers according to their purchasing patterns
B) to select attributes that are most useful for classifying entities on some criterion
C) to produce computer programs for information systems
D) to use the minimum difference among groups created by the decision tree algorithm

Question

Quizplus · Accepted Answer

The basic idea of the decision tree technique is to select attributes that are most useful for classifying entities on some criterion. Decision trees are used to solve predictive modeling and classification problems by creating a tree-like model of decisions and their possible consequences. The technique involves selecting the most relevant variables and splitting the data into groups based on their values, ultimately leading to a final decision or prediction.

Which of the Following Is the Basic Idea of the Decision