Question: Which of these normalization techniques should you avoid if you have negative values in your data? log transformation min - max normalization z - score

Which of these normalization techniques should you avoid if you have negative values in your data?
log transformation
min-max normalization
z-score normalization
decimal scaling

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:

Which of these normalization techniques should you avoid if you have negative values in your data? log transformation min - max normalization z - score normalization decimal scaling

Q:

Before any detailed analysis task is performed and statistical model is fit to data, the input data is preprocessed and cleaned during the exploration phase of the analysis process. This phase is...

Q:

Budgeting for Nonprofit Organizations Although budgeting is just as important for nonprofit organizations as for for-profit companies, the approach taken toward budgeting can be very different. In...

Q:

Budgeting for Nonprofit Organizations Although budgeting is just as important for nonprofit organizations as for for-profit companies, the approach taken toward budgeting can be very different. In...

Q:

1. Data preparation- integration We want to merge the two datasets into one, in a step called data integration. Revise arff notation from the tutorial, which is Weka data representation language....

Q:

Practice Questions: Data mining v=AvA Given: X=70,=52,=10. By substituting the given values into the formula, we can determine the z-score. Answer: Using the z-score normalization method, the...

Q:

Given the following data (in increasing order) for the attribute age: 1,2,15,17,18,19,21,22,23,25,26,27 Use smoothing by bin means to smooth the above data, using a bin depth of 3 . What is the...

Q:

Which statement is not correct? The z-score normalization using the mean absolute deviation is a variation of z-score normalization by replacing the standard deviation with the mean absolute...

Q:

SUBDOMAINS: 325.3 SOLVING PROBLEMS & MAKING DECISIONS 326.3 EVALUATING ECONOMICS OF MANAGEMENT DECISIONS 326.4 MANAGING ENTERPRISE RISK & CONTINUITY 329.5 USING INFORMATION SYSTEMS FOR COMPETITIVE...

Q:

Use the file names to identify the corresponding questions. For instance,Question1.yourname.sas'. For all the questions below, use degrees of freedom N - 1. 1.(32 points) Given a dataset, (file...

Q:

( is the set of 100 points arranged in a square array of 10 columns, each with 10 points, and o is defined by: o (A) = number of columns that contain at least one point of A.

Q:

What is the Lewis symbol for As? Select the correct answer below: O O O :As 3- 3- As 3- :As As

Q:

Use the following information to answer the question(s) below. Maturity (years) 1 2 3 4 5 Zero-Coupon YTM 3.25% 3.50% 3.90% 4.25% 4.40% Consider a five-year, default-free bond with an annual coupon...

Q:

8:37 * N. 80% i ... OBJECTIVES: Create relationships Create a Pivot Table from Related Tables Create a PivotChart Modify the PivotChart The major section in this chapter :ontinuation is: Data...

Q:

=+5 Describe four important aspects of delivering a presentation in todays social media environment

Q:

=+2. What three goals should you accomplish during the introduction of a presentation? [LO-2]

Q:

=+Highlight the importance of presentations in your business career and