Discover the crucial features necessary for predicting customer income range. Explore the significance of Education Level and Age in determining income range, and learn how to leverage these insights for accurate predictions.
Table of Contents
Question
You need to predict the income range of a given customer by using the following dataset.
You need to predict the income range of a given customer by using the following dataset.
Which two fields should you use as features? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
A. Education Level
B. Last Name
C. Age
D. Income Range
E. First Name
Answer
A. Education Level
C. Age
Explanation
First Name, Last Name, Age and Education Level are features. Income range is a label (what you want to predict). First Name and Last Name are irrelevant in that they have no bearing on income. Age and Education level are the features you should use.
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