11. For classification accuracy analysis, one way to generate validation set is from the training set itself. Which of these two possible methods will you choose for extracting validation set from training set and why? Explain. a. Manual selection b. Random sampling Draw a general flowchart for maximum likelihood supervised classification, showing the major processing modules, data generation, and data input / output. Indicate the use of training set and validation set, and also show accuracy assessment as part of the classification process. A classification error matrix is shown below with 6 classes. a. Calculate the overall classification accuracy, and show your calculations. b. Which class has the best classification accuracy? Give reasons for your answer. Which class is causing the most confusion / error in classification of class A? Which class is C. causing the most confusion /error in classification of class D? Give reasons for your answers. Ref A В E F Class A 56 23 11 1 13 B 4 62 1 4 4 70 D 20 10 59 3 E 3 2 71 1 F 10 3 1 43

11. For classification accuracy analysis, one way to generate validation set is from the training set itself. Which of these two possible methods will you choose for extracting validation set from training set and why? Explain. a. Manual selection b. Random sampling Draw a general flowchart for maximum likelihood supervised classification, showing the major processing modules, data generation, and data input / output. Indicate the use of training set and validation set, and also show accuracy assessment as part of the classification process. A classification error matrix is shown below with 6 classes. a. Calculate the overall classification accuracy, and show your calculations. b. Which class has the best classification accuracy? Give reasons for your answer. Which class is causing the most confusion / error in classification of class A? Which class is C. causing the most confusion /error in classification of class D? Give reasons for your answers. Ref A В E F Class A 56 23 11 1 13 B 4 62 1 4 4 70 D 20 10 59 3 E 3 2 71 1 F 10 3 1 43

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

See similar textbooks

Similar questions

The bus is late or my watch is fast.
I need the answer as soon as possible
Ate Guy sells a particular model of fans, with most of the sales being made in the summer months. Ate Guy makes a one-time purchase of the fans prior to each summer season at a cost of P40 each and sells each fan for P60. Any fans unsold at the end of the summer season are marked down to P29 and sold in a special rainy season sale. Virtually all marked-down fans are sold. The following is the number of sales of fans during the past summers: 30, 50, 30, 60, 10, 40, 30, 30, 20, 40. (a) Estimate the mean and variance of the demand for fans each summer. (b) Assume that the demand for fans each summer follows a normal distribution, with mean and variance given by what you obtained in (a). Determine the optimal number of fans for Ate Guy to buy prior to each summer season.
After running a mile a day over a period of two weeks, the average amount of weight loss is 2.5 pounds. A dietitian, who publishes health articles in a newspaper, states their new diet program helps with additional weight loss when combining their special diet with running a mile a day over a period of two weeks. Interested in studying the dietitian's article further, you ask friends who have tried the dietitian's new program and you determine their weight loss to be 3.0 pounds in a two-week period, on average. As you set up a hypothesis test to determine if the dietitian's article is correct, what is the dietitian's claim?
Plz answer the question in 20 minutes plz
Golden tiger is a circus performer who earns $2,384 biweekly. Golden is moving across the country to work for $30.75 per hour and double time for all hours over 35 per week how many hours of overtime must golden work to earn the same as he did at the other circus
Mila invested $6,700 and put it in two accounts. She put some in a money market account that earned 1 1/2 % simple interest and she put the rest in a certificate of deposit (CD) that earned 2 3/4% simpleinterest. At the end of the first year she earned a total of $149.25 in interest. How much did she depositin each account?
Please explain your answer
Suppose that weights of males in my family are N(250,24) where 250 and 24 are in pounds. I weigh 230 pounds. The percentage of males in my family that weigh more than me and less than my brother is 35%. How much does my brother weigh?