Question: Consider a Neural Network that is going to analyze information on undergraduate students entering a computer engineering program to predict whether the students will continue

Consider a Neural Network that is going to analyze information on undergraduate students entering a computer engineering program to predict whether the students will continue on to graduate school. You have information on 5000 students with the following information available for input:

Consider a Neural Network that is going to analyze information on undergraduate

In addition, for each of these students you have information saying whether they attended graduate school (yeso).

Based on the description in class, what type of computational intelligence application is this? Defend your response

Describe the neural network you would use to analyze this data. Include in your description the number of layers, why you selected that number of layers, the activation functions used and why you selected those activation functions.

Grade point average (0.0-4.0) Percentage score on senior mathematics course (96) Enrolled in advanced placement courses (yeso) immedlat school Parent's annual income (real value) ACT score (1-36) GPA in College prep courses (0.0-4.0) Number of extracurricular activities, no more than 10 (0-10) class rank (96) ie Family member attended graduate secondary school ranking (0-100) Counselor recommendation (0-5) Age at time of applying (14-65) Grade point average (0.0-4.0) Percentage score on senior mathematics course (96) Enrolled in advanced placement courses (yeso) immedlat school Parent's annual income (real value) ACT score (1-36) GPA in College prep courses (0.0-4.0) Number of extracurricular activities, no more than 10 (0-10) class rank (96) ie Family member attended graduate secondary school ranking (0-100) Counselor recommendation (0-5) Age at time of applying (14-65)

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!

MACTAR have a series of contracts to resur face sections of motor ways. The scale of the contract means several years work and each motor way section is regarded as a separate contract. Required:...

Board CHAPTER 1 Economics: Foundations and Models n this book, we use economics to answer questions such as the following What determines the prices of goods and services from bottled water to smart...

SUMMARY OF LEARNING OBJECTIVES AND KEY POINTS 1. Identify the basic elements of organizations. Organizations are made up of a series of elements: Designing jobs Grouping jobs Establishing reporting...

In 1981, a major change was made to decentralize the management of the University of Southern California. Deans of schools and managers of administrative units were given the authority for most of...

ISSUES IN ACCOUNTING EDUCATION Vol. 26, No. 3 2011 pp. 521-545 American Accounting Association DOI: 10.2308/iace-50031 Breach of Data at TJX: An Instructional Case Used to Study COSO and COBIT, with...

Need help with the document attached. The company that this paper is about is Nvidia. Project Descriptions SEC 10-K Paper You will be asked to select a company that is publically traded. You must...

Please see the attachment and prepare financial analysis using spreadsheet and determine whether or not they should go with the project. For the exclusive use of Z. Wu, 2016. REVISED APRIL 14, 2016...

1) What contribution is the unit making currently, both financially and otherwise? 2) What effect will the closing of the department have on the university? 3) What effect will the closing of the...

1. What are the advantages and disadvantages of Rosetta Stone going public? 2. What do you think the current value of a share of Rosetta Stone is (at the time of the case)? Justify your valuation on...

. What are the advantages and disadvantages of Rosetta Stone going public? 2. What do you think the current value of a share of Rosetta Stone is (at the time of the case)? Justify your valuation on a...

2 10 points Skipped eBook References Mc Graw His Label the bony structures of the shoulder and upper limb. Glenoid cavity of scapula Humerus Scapula Head of humerus Greater tubercle Acromion process...

Larry Power started a new business in the name of Power Electrical on October 1, 2014. During October, a number of activities occurred and the following totals resulted at October 31, 2014 (shown in...

On September 9 , 2 0 2 3 , Courtland Corp. purchased trucks and boats for a total price of $ 4 7 0 , 0 0 0 , by borrowing the full balance from the bank to be repaid within 1 2 months. The bank...

Seved Help 14 Wisconsin Snowmobile Corp. is considering a switch to level production Cost efficiencies would occur under level production, and aftertax costs would decline by $31,500, but inventory...

Why is the System Build Process an iterative process?

What phase normally comes directly after the System Build process in a Project?

Name two other algorithms available in SSAS Data Mining other than Decision Trees.