Databricks Exam Databricks-Certified-Professional-Data-Scientist Topic 5 Question 74 Discussion

Actual exam question for Databricks's Databricks-Certified-Professional-Data-Scientist exam

Question #: 74
Topic #: 5

Refer to the exhibit.

You are building a decision tree. In this exhibit, four variables are listed with their respective values of info-gain.

Based on this information, on which attribute would you expect the next split to be in the decision tree?

ACredit Score

BAge

CIncome

DGender

Show Suggested Answer

Suggested Answer: A

by Starr at Oct 22, 2024, 10:18 PM

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7 days ago

Definitely C) Income. That's the one with the biggest number, so it must be the best choice for the next split.

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10 days ago

I agree with Ressie, because Credit Score has the highest info-gain.

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12 days ago

I think the next split would be on Credit Score.

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19 days ago

I think the answer is C) Income. It has the highest information gain, which means it's the most important feature for splitting the data.

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