What is the Area Under Curve value?
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
Related questions
Question
![Question 6
A research paper shows the following classification tree diagram. The label variable is binary and has two
categories LOSS and WIN. The event category is WIN. Since the research paper does not provide me the Area
Under Curve metric, I need to calculate the metric. What is the Area Under Curve value?
x2 <= 62.5
entropy = 0.771
samples = 1000
value = [774, 226]
class = LOSS
True
False
x4 <= 65.5
entropy = 0.515
samples = 600
value = [531, 69]
class = LOSS
xl <- 56.5
entropy = 0.966
samples = 400
value = [243, 157]
class = LOSS
entropy = 0.673
samples = 385
value = [317, 68]
class = LOSS
entropy = 0.043
samples = 215
value = [214, 1]
class = LOSS
entropy = 0.714
samples = 209
value = [168, 41]
class = LOSS
entropy = 0.967
samples = 191
value = [75, 116]
class = WIN
Multiple Choice:
(A) 0.1388
(B) 0.4584
(C) 0.5
(D) 0.7780
(E) Cannot Be Determined](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fd6f8218b-27d2-4f52-bca2-f8893a8a527c%2Fe837c55a-f39a-482f-8cda-a92af357ea26%2Fu2xyy6q_processed.png&w=3840&q=75)
Transcribed Image Text:Question 6
A research paper shows the following classification tree diagram. The label variable is binary and has two
categories LOSS and WIN. The event category is WIN. Since the research paper does not provide me the Area
Under Curve metric, I need to calculate the metric. What is the Area Under Curve value?
x2 <= 62.5
entropy = 0.771
samples = 1000
value = [774, 226]
class = LOSS
True
False
x4 <= 65.5
entropy = 0.515
samples = 600
value = [531, 69]
class = LOSS
xl <- 56.5
entropy = 0.966
samples = 400
value = [243, 157]
class = LOSS
entropy = 0.673
samples = 385
value = [317, 68]
class = LOSS
entropy = 0.043
samples = 215
value = [214, 1]
class = LOSS
entropy = 0.714
samples = 209
value = [168, 41]
class = LOSS
entropy = 0.967
samples = 191
value = [75, 116]
class = WIN
Multiple Choice:
(A) 0.1388
(B) 0.4584
(C) 0.5
(D) 0.7780
(E) Cannot Be Determined
Expert Solution
![](/static/compass_v2/shared-icons/check-mark.png)
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
This is a popular solution!
Trending now
This is a popular solution!
Step by step
Solved in 4 steps with 1 images
![Blurred answer](/static/compass_v2/solution-images/blurred-answer.jpg)
Recommended textbooks for you
![Computer Networking: A Top-Down Approach (7th Edi…](https://www.bartleby.com/isbn_cover_images/9780133594140/9780133594140_smallCoverImage.gif)
Computer Networking: A Top-Down Approach (7th Edi…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON
![Computer Organization and Design MIPS Edition, Fi…](https://www.bartleby.com/isbn_cover_images/9780124077263/9780124077263_smallCoverImage.gif)
Computer Organization and Design MIPS Edition, Fi…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science
![Network+ Guide to Networks (MindTap Course List)](https://www.bartleby.com/isbn_cover_images/9781337569330/9781337569330_smallCoverImage.gif)
Network+ Guide to Networks (MindTap Course List)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning
![Computer Networking: A Top-Down Approach (7th Edi…](https://www.bartleby.com/isbn_cover_images/9780133594140/9780133594140_smallCoverImage.gif)
Computer Networking: A Top-Down Approach (7th Edi…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON
![Computer Organization and Design MIPS Edition, Fi…](https://www.bartleby.com/isbn_cover_images/9780124077263/9780124077263_smallCoverImage.gif)
Computer Organization and Design MIPS Edition, Fi…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science
![Network+ Guide to Networks (MindTap Course List)](https://www.bartleby.com/isbn_cover_images/9781337569330/9781337569330_smallCoverImage.gif)
Network+ Guide to Networks (MindTap Course List)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning
![Concepts of Database Management](https://www.bartleby.com/isbn_cover_images/9781337093422/9781337093422_smallCoverImage.gif)
Concepts of Database Management
Computer Engineering
ISBN:
9781337093422
Author:
Joy L. Starks, Philip J. Pratt, Mary Z. Last
Publisher:
Cengage Learning
![Prelude to Programming](https://www.bartleby.com/isbn_cover_images/9780133750423/9780133750423_smallCoverImage.jpg)
Prelude to Programming
Computer Engineering
ISBN:
9780133750423
Author:
VENIT, Stewart
Publisher:
Pearson Education
![Sc Business Data Communications and Networking, T…](https://www.bartleby.com/isbn_cover_images/9781119368830/9781119368830_smallCoverImage.gif)
Sc Business Data Communications and Networking, T…
Computer Engineering
ISBN:
9781119368830
Author:
FITZGERALD
Publisher:
WILEY