Question: 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

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

Dong Lee Math-138 Professor Deshpande 10-16-16 Project Part 2 Research Proposal: Introduction: The first variables I plan to study are the hours you spend on the smartphone daily and the monthly...

Q:

Dong Lee Math-138 Professor Deshpande 10-16-16 Project Part 2 Research Proposal: Introduction: The first variables I plan to study are the hours you spend on the smartphone daily and the monthly...

Q:

Week 2: Understanding and Exploring Assumptions You will submit one Word document, including your SPSS output. 1. Why do we care whether the assumptions required for statistical tests are met? (Tip:...

Q:

can you please help me with this assignment Crete a narrated multimedia presentation using either Power Point, Screencast-o-matic, or Prezi. Remember,narration with audio (not just ppt notes) is...

Q:

Hello, I havetwo articles about S Corp. and C Corp., and IJUST need towrite a conclusion paragraph based on professor's questions. can you help me to write it? Articles are attached Accounting...

Q:

Hello, I havetwo articles about S Corp. and C Corp., and IJUST need towrite a conclusion paragraph based on professor's questions. can you help me to write it? Articles are attached Accounting...

Q:

Corporate Resilience and Response to COVID-19 by Alex Cheema-Fox, Bridget R. LaPerla, and Hul (Stacie) Wang, State Street Associates; and George Serafeim, Harvard Business School he coronavirus...

Q:

Business Research MethodologyQuestion Bank 1 1. When the marketing department of an organization attempts to determine the amount of time the managers in this department spend at their computers in...

Q:

and in the file min* max** min** max*** min** max** min****** max** min***** max** min** max* min**** max* min****** max** min* max* min* max* min*** max** min***** max** min*** max* min*** max*...

Q:

Propose a well thought-out* tuition schedule for PSU's Center for the next five academic years (beginning w/ Sept 2023) that will result in a gradual reduction in its bottom line loss. * Address how...

Q:

Modify Problem and Exercise 7-52 so that the list includes the number of products each customer bought in each product line in March 2015.

Q:

List some factors that could cause an increase in the credit items of the balance of payments and a decrease in the debit items. What would be the effect on the exchange rate (assuming that it is...

Q:

When a check is made payable to "Cash" or to "Bearer", it is considered a Bearer Instrument. Who can cash it ?

Q:

Compare and contrast conventional marketing channel and vertical marketing system. Provide examples. Describe Vertical Marketing Systems, provide specific examples.

Q:

3. Using Figure 4, explain why the point of tangency of the budget line with an indifference curve is the consumers equilibrium position. Explain why any point where the budget line intersects an...

Q:

2. Explain graphically how indifference analysis can be used to derive a demand curve. LO7.6

Q:

2. Frank spends $75 on 10 magazines and 25 newspapers. The magazines cost $5 each and the newspapers cost $2.50 each. Suppose that his MU from the final magazine is 10 utils while his MU from the...