Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

How do Min - Max scaling and Z - score standardization differ in their sensitivity to outliers? Group of answer choices Z - score standardization

How do Min-Max scaling and Z-score standardization differ in their sensitivity to outliers?
Group of answer choices
Z-score standardization increases the impact of outliers, making them more pronounced in the scaled dataset.
All of the above
Z-score standardization is less influenced by outliers but is not completely immune.
Min-Max scaling is heavily influenced by extreme outliers.
Min-Max scaling eliminates the influence of outliers completely, ensuring a uniform distribution of data.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Modern Database Management

Authors: Jeffrey A. Hoffer Fred R. McFadden

4th Edition

0805360476, 978-0805360479

More Books

Students also viewed these Databases questions