ELE520: Machine Learning - Laboratory Exercise - Project Writing Assignment Help

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Machine Learning Laboratory Project Writing Assignment Help

Assignment Task: In this laboratory project, the objective is to develop a classifier based on the use of the parametric and nonparametric approaches explored in the previous exercises. In the first two problems, you will work with two datasets. One for training and one for testing. The two datasets are labelled so that we know the true state of nature (class relationship) for all of the feature vectors.

Problem 1

a. In the file lab4.p, you will find simulated data for a two class problem. In the cell structures X and Y you will find data that can be used for training and testing of the classifier. b. The work you have conducted on the laboratory so far has focused on computing and visualising density and discriminant functions. You can use the programs you have made in these exercises to make a classifier.

Problem 2

In this task, you must adapt the classifier so that it is capable of handling an arbitrary number of classes, M, and feature vectors with arbitrary dimension.
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