Classification Based Machine Learning

For this project, you will be doing some hands-on classification-based machine learning.

Step 1: Go to the UCI Machine Learning Repository here: [login to view URL] Select a data set whose task is listed as "Classification." Do not select any of the data sets in the twelve most popular sets (listed on the first page). Also, make sure you don't select the same data set as anyone else in the class.

Step 2: Create a program which will generate three different classification models for the data set. Have it evaluate the models using 5-fold cross validation? You may use open-source implementations of the machine learning algorithms that are available. (Such as the ones available here: [login to view URL]), but you should have your own program which uses these implementations.

Step 2a: If you wish, you can implement your chosen machine learning algorithms yourself.

You should submit to this project:

The source code for your program(s)

Detailed instructions on how to get them to run

A link to the data set you chose.

Skills: Machine Learning (ML), Artificial Intelligence, Data Mining, Deep Learning, Data Science

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( 5 reviews ) Hisar, India

Project ID: #29480486

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I have sound knowledge on Machine Learning implementation using Python with around 3 years of experience. Along with the Machine Learning modules like sklearn, Pytorch, I have good knowledge of deep learning modules li More

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I read your project description carefully. I am bidding on your project because I am very much familiar with Machine Learning and Python. I am an experienced Data Scientist and Machine Learning Engineer. Data Visualiz More

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Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More

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Hello, I just completed [login to view URL] in Machine learning and currently working as Junior Research Assistant. I am in Machine learning feild from last 2.5 year and implemented basic to high level ML/DL model like LR, XGBoos More

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Hello , I've read the project details and Im capable of delivering 3 different classification models on a certain dataset not from popular. I'm a computer Engineering student who has studied machine learning and statis More

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