4. Based on the following Figure 3, which contains data from "Diabetes" dataset. Answer the following questions. User_ID Gender Age Height Weight Duration Heart_Rate Body_Temp Calories O 14733363 231.0 male 68 190.0 94.0 29.0 105.0 40.8 1 14861698 female 20 166.0 60.0 14.0 94.0 40.3 66.0 2 11179863 male 69 179.0 79.0 5.0 88.0 38.7 26.0 3 16180408 female 34 179.0 71.0 13.0 100.0 40.5 71.0 4 17771927 female 27 154.0 58.0 10.0 81.0 39.8 35.0 ... ... 14995 15644082 female 20 193.0 86.0 11.0 92.0 40.4 45.0 14996 17212577 female 27 165.0 65.0 6.0 85.0 39.2 23.0 14997 17271188 female 43 159.0 58.0 16.0 90.0 40.1 75.0 14998 18643037 male 78 193.0 97.0 2.0 84.0 38.3 11.0 14999 11751526 male 63 173.0 79.0 18.0 92.0 40.5 98.0 15000 rows x 9 columns Figure 3 (a) Which type of learning approaches is suitable for creating a Machine Learning approach based on the information on Figure 3? Explain your answer. (b) Based in your answer in 4(a), suggest a machine learning algorithm that is more suitable to build a diabetic model.
4. Based on the following Figure 3, which contains data from "Diabetes" dataset. Answer the following questions. User_ID Gender Age Height Weight Duration Heart_Rate Body_Temp Calories O 14733363 231.0 male 68 190.0 94.0 29.0 105.0 40.8 1 14861698 female 20 166.0 60.0 14.0 94.0 40.3 66.0 2 11179863 male 69 179.0 79.0 5.0 88.0 38.7 26.0 3 16180408 female 34 179.0 71.0 13.0 100.0 40.5 71.0 4 17771927 female 27 154.0 58.0 10.0 81.0 39.8 35.0 ... ... 14995 15644082 female 20 193.0 86.0 11.0 92.0 40.4 45.0 14996 17212577 female 27 165.0 65.0 6.0 85.0 39.2 23.0 14997 17271188 female 43 159.0 58.0 16.0 90.0 40.1 75.0 14998 18643037 male 78 193.0 97.0 2.0 84.0 38.3 11.0 14999 11751526 male 63 173.0 79.0 18.0 92.0 40.5 98.0 15000 rows x 9 columns Figure 3 (a) Which type of learning approaches is suitable for creating a Machine Learning approach based on the information on Figure 3? Explain your answer. (b) Based in your answer in 4(a), suggest a machine learning algorithm that is more suitable to build a diabetic model.
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
Expert Solution
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
Step by step
Solved in 2 steps
Recommended textbooks for you
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…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science
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…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON
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)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning
Concepts of Database Management
Computer Engineering
ISBN:
9781337093422
Author:
Joy L. Starks, Philip J. Pratt, Mary Z. Last
Publisher:
Cengage Learning
Prelude to Programming
Computer Engineering
ISBN:
9780133750423
Author:
VENIT, Stewart
Publisher:
Pearson Education
Sc Business Data Communications and Networking, T…
Computer Engineering
ISBN:
9781119368830
Author:
FITZGERALD
Publisher:
WILEY