Q1. In this problem, you will explore classification based on discriminant analysis and MLE. a…
Q1. In this problem, you will explore classification based on discriminant analysis and MLE. a. Generate 200 multivariate (dimension = 2) Bernoulli distributed samples, 100 of those samples (Class 1) should be generated from (u1=[ 0.5 0.8] ) and the other 100 (Class2) should be generated from (u2=[0.9 0.2]). Assume conditional independence. You can use any inbuilt library. b. Select 50 samples out of 100 samples from class 1, call them training set and use those samples to compute the class conditional parameters => ul. The remaining 50 samples will be used later for classification, call them test set. – You need to compute using MLE. You cannot use an inbuilt function that gives MLE. – Now compute MLE using only n samples at a time where n = 1,2,3,……50. Analyze MLE vs n plot and report your observations. c. Repeat step (b) for class 2 samples. d. Plot training samples using a scatter plot. May 16 2022 05:47 PM
Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.
You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.Read more
Each paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.Read more
Thanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.Read more
Your email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.Read more
By sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.Read more