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In a Decision Tree, what does the term 'node' refer to?

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Question: In a Decision Tree, what does the term \'node\' refer to?

Options:

  1. A point where a decision is made.
  2. The final output of the tree.
  3. The data used to train the model.
  4. The overall structure of the tree.

Correct Answer: A point where a decision is made.

Solution: 

A \'node\' in a Decision Tree is where a decision is made based on the feature values.

In a Decision Tree, what does the term 'node' refer to?

Practice Questions

Q1
In a Decision Tree, what does the term 'node' refer to?
  1. A point where a decision is made.
  2. The final output of the tree.
  3. The data used to train the model.
  4. The overall structure of the tree.

Questions & Step-by-Step Solutions

In a Decision Tree, what does the term 'node' refer to?
  • Step 1: Understand that a Decision Tree is a tool used to make decisions based on data.
  • Step 2: Know that a 'node' is a specific point in the tree.
  • Step 3: Realize that at each node, a decision is made based on certain characteristics or features of the data.
  • Step 4: Understand that these decisions help to split the data into different groups.
  • Step 5: Remember that nodes are essential for guiding the path to the final decision in the tree.
  • Node in Decision Tree – A point in the tree where a decision is made based on the values of features.
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