Skip to content
MLS-C01
Exploratory Data Analysis
medium
Question 3 of 48

A training dataset for a regression model contains some records where a continuous feature has values that are more than 4 standard deviations from the mean. What is the most appropriate action?

ANormalize the feature to a 0 to 1 range before training
BInvestigate the outliers and either cap, remove, or transform them based on business context
CApply one-hot encoding to the feature
DReplace all values with the median

Educational Content — CertQnA practice questions are written against official exam objectives, covering the same domains tested on the real exam. All content is original and independent — not actual exam questions, not affiliated with any certification vendor. Learn more about our content policy

Discussion

Be the first to share your understanding of this concept

⚠️ Discussion is for concept clarification only. Do not share or request actual exam questions or answers.

Sign in to join the discussion