Text: Help me with my Pattern Recognition Assignment
ECS-074 Pattern Recognition
Assignment-1
1. What do you mean by learning and adaptation? Explain the components of a learning system.
2. Explain the concept of expectation maximization with the help of an algorithm.
3. Explain multivariate normal density using mathematical notations.
4. Explain the Chi-square test. How can the Chi-square test be applied for testing the null hypothesis?
5. A department store, A, has four competitors: B, C, D, and E. Store A hires a consultant to determine if the percentage of shoppers who prefer each of the five stores is the same. A survey of 1100 randomly selected shoppers is conducted, and the results about which one of the stores shoppers prefer are below. Is there enough evidence, using a significance level of α = 0.05, to conclude that the proportions are really the same?
Store A B C D E
Number of Shoppers 262 234 204 190 210