Question: Design and implement a Perceptron binary classifier. Design and implement an Adaline binary classifier. Design and implement a Stochastic Gradient Descent (SGD) binary classifier. Your

Design and implement a Perceptron binary classifier.

Design and implement an Adaline binary classifier.

Design and implement a Stochastic Gradient Descent (SGD) binary classifier.

Your program should be called main.py.

It should have two arguments: (i) classifier name, which can be perceptron, adaline, and sgd, and (ii) data file (including path information). You can have other arguments depending on the design of your program.

It should have proper error checking functions (e.g., make sure the classifier name is a valid one).

It calls the different classifiers to train models, make predictions, and report prediction errors.

All code should be in core python. No Sklearn or other advanced packages

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!