Designing and Implementing a Data Science Solution on Azure — Question 56

You need to consider the underlined segment to establish whether it is accurate.
To improve the amount of low incidence cases in a dataset, you should make use of the SMOTE module.
Select `No adjustment required` if the underlined segment is accurate. If the underlined segment is inaccurate, select the accurate option.

Answer options

• A. No adjustment required.
• B. Remove Duplicate Rows
• C. Join Data
• D. Edit Metadata

Correct answer: A

Explanation

The statement is accurate because SMOTE (Synthetic Minority Over-sampling Technique) is indeed used to increase the number of low incidence cases in a dataset. The other options do not address the need for enhancing low incidence cases and are not relevant to the use of SMOTE.