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Classification App

One vs All

The problem to solve:

In this task you are required to implement an application which solve binary and multi-class classification problem. Classification refers to a machine learning problem in which the given set of data points fall into two or multi categories (Up to Four)

Screenshot 2024-11-08 at 2 27 59

Your program should:

• Have a GUI to allow the user to enter the data points dynamically

• Allow the user to enter the learning rate, maximum number of iterations.

• Show the system performance, accuracy

• Your GUI should have a graph showing the classification region after training

• Allow the user to enter test cases

Video preview (DEMO)

1107.1.mov

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binary and multi-class classification

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