Question: Q7. Consider a decision tree to classify a dataset into 2 classes A and B. Suppose that at a given level, the classes in one

 Q7. Consider a decision tree to classify a dataset into 2

Q7. Consider a decision tree to classify a dataset into 2 classes A and B. Suppose that at a given level, the classes in one inner node are AABBB. Qualitatively, does this represent a relatively low or relatively high entropy? Write down the expression representing the entropy at this inner node. (If you have a logarithmic expression (e.g. log3) you do not need to simplify it any further) Q7. Consider a decision tree to classify a dataset into 2 classes A and B. Suppose that at a given level, the classes in one inner node are AABBB. Qualitatively, does this represent a relatively low or relatively high entropy? Write down the expression representing the entropy at this inner node. (If you have a logarithmic expression (e.g. log3) you do not need to simplify it any further)

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!