Explain the difference between a training and a testing data set in ANN and SVM. Why do
Question:
Explain the difference between a training and a testing data set in ANN and SVM. Why do we need to differentiate them? Can the same set be used for both purposes? Why or why not?
Fantastic news! We've Found the answer you've been seeking!
Step by Step Answer:
Answer rating: 50% (2 reviews)
In both Artificial Neural Networks ANNs and Support Vector Machines SVMs the use of training and testing datasets is essential for model development evaluation and generalization Heres an explanation ...View the full answer
Answered By
Collins Njuguna
I graduated from Maseno University with a Bachelor of Science in Applied Statistics. After graduation, I started tutoring students in mathematics. My experience in mathematics education is extensive and varied. I have taught a wide range of topics, including algebra, geometry, trigonometry, calculus, statistics, probability, and computer science. I have also worked with students of all ages and backgrounds, from elementary school to college.
My teaching method is based on the idea of hands-on learning. I believe that students learn best when they are actively engaged in the learning process, so I focus on giving students the tools they need to explore the material on their own. I also emphasize the importance of practice and review, as these are essential for mastering math concepts.
I have also developed several online and in-person courses on mathematics. My courses are designed to help students learn mathematics in an efficient and comprehensive way, and I use a variety of activities and exercises to ensure that my students are engaged and motivated.
Overall, my passion for mathematics and teaching has allowed me to be a successful tutor and educator in the field. I am confident that my experience will help your students master the mathematics they need to succeed.
0.00
0 Reviews
10+ Question Solved
Related Book For
Analytics Data Science And Artificial Intelligence Systems For Decision Support
ISBN: 9781292341552
11th Global Edition
Authors: Ramesh Sharda, Dursun Delen, Efraim Turban
Question Posted:
Students also viewed these Business questions
-
1 What is diversification 2.Give some examples 3. Does this impact the financial management of an organization If so how If not why not 4.Do organizations embrace diversification as a guideline If so...
-
Explain the difference between a training set and a testing set. Why do we need to differentiate them? Can the same set be used for both purposes? Why or why not?
-
List three specific parts of the Case Guide, Objectives and Strategy Section (See below) that you had the most difficulty understanding. Describe your current understanding of these parts. Provide...
-
0 out of 3 points On 30 June 2019, Asahi Ltd has entered into an agreement to lease a beer-making machine to Hite Ltd. The lease agreement details are as follows: . lease term is 5 years estimated...
-
What is a management maintenance model? What does it accomplish?
-
Conn Mana's Shops Inc., a national clothing chain, had sales of $350 million last year. The business has a steady net profit margin of 9 percent and a dividend payout ratio of 25 percent. The balance...
-
Suppose $X_{1} \sim N(10,25)$ and $X_{2} \sim N(5,4)$ in a population. You randomly select 100 samples from the population and assign treatment $A$ to half of the sample and $B$ to the rest. Simulate...
-
Suppose you are the manager of a fitness center that is one of many in a chain. Give one example of a cost that you control and one example of a cost you do not control. Why is it important in this...
-
1) Use the following post-closing (i.e. beginning) trial balance to specify the beginning balances in the T-accounts on pages 3 and 4. The beginning balance for Cash is specified in the T-account...
-
Complete Alvins Music Inc.s (AMI) 2020 Form 1120, Schedule D, and Schedule G (if applicable) using the information provided below. Neither Form 4562 for depreciation nor Form 4797 for the sale of...
-
Go to teradata.com. Download at least two customer success stories or case studies where advanced analytics or machine learning is used. Prepare a presentation for your understanding of these...
-
Go to sas.com. Download at least two customer success stories or case studies that use advanced analytics or machine learning. Prepare a presentation for your understanding of these application cases.
-
For a 0.00554 mol sample of H2, P = 23.44 torr and T = 557 K. What is its volume?
-
A firm borrows $ 1 , 0 0 0 , and the loan is to be repaid in 3 equal payments at each of the next 3 years with annual compounding. The lender charges a 5 percent annual interest rate on the loan....
-
Differentiate between depository and non - depository institutions. Give examples for each, and state their sources and uses of funds.
-
(Future value of an annuity) Let's say you deposited $170,000 in a 529 plan (a tax advantaged college savings plan) hoping to have $400,000 available 12 years later when your first child starts...
-
Determine if the overall truth value for the following compound propositions in which some values are unknown are true, false or undetermined using the inverted pyramid method. Consider A,B,C to be...
-
Janet lamer a business lady sent a telephone message to Marry careen a fellow business lady accusing her of stilling her clients, the message contains abusive words to the effect that Merry Carren...
-
The Wechsler IQ test is designed so that the mean is 100 and the standard deviation is 15 for the population of normal adults. Listed below are IQ scores of randomly selected professional pilots. It...
-
An environmentalist wants to determine if the median amount of potassium (mg/L) in rainwater in Lincoln County, Nebraska, is different from that in the rainwater in Clarendon County, South Carolina....
-
Should more tasks be automated? Why or why not? Explain your answer.
-
Can the problem of automation reducing cognitive skills be solved? Explain your answer.
-
Perform an ethical analysis of Facebook. What is the ethical dilemma presented by this case?
-
Deep singh Wassignment of gh Copy (3) W HOTE+Chapter 48:5+846 View = Home Section Insert References Review Page Layout n - 12 AaBbCcDdA - At Aa- EX - AL 9 - A X X, A 2AAE91 - 3 - A- , Normal 8. A....
-
There have been debates about whether older people should be allowed to drive because of their slow information processing. A researcher has developed a special program designed to enhance elder...
-
State #letters in name Year entered the Union Rank for entering the Union Area (square miles) Alabama 7 1819 22 52,423 Colorado 8 1876 38 104,100 Hawaii 6 1959 50 10.932 lowa 4 1846 29 56,276...
Study smarter with the SolutionInn App