data mining for filtering resumes

$30-250 USD

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před více než 7 roky

$30-250 USD

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This is an idea for filtering the resumes. if you have an organization you will be getting multiple resumes. Those resumes should be filtered based on the attributes given. a dataset should be developed based on the following attributes: level of education- high school, undergraduate, graduate age- (18-25),(26-30) ,(31-45) Gender- male and female certifications- yes and no internship-yes and no siblings- yes and no education level of the parents- high school, bachelors and graduate So, there should be 100 people in the data that is 100 data points. There should be 2 classes hired and not hired and an entrophy calculation should be there for discrete values( this has to be analyzed mainly). Finally, the output should visualize the decision tree and show whether particular person is hired or not hired. I need the documentation for it at last. I will be informing the changes and additions after its done.

IČ projektu: 11718200

O projektu

2 nabídky

Vzdálený projekt

Aktivní před 8 roky

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Uděleno:

@dghq123

$150 USD v 3 dnech

4,9

(39 recenze)

6,1

2 freelanceři nabízejí v průměru $125 USD za tuto práci

@iqmax99

Hello, I would like to work with you on this project. I am currently available and can start immediately. I have read your description and I can build a system that: 1. Build a static Entropy and use it to construct a decion tree 2. Use the decision tree to filter inputs to produce those that should be hired. This can be done in C#.NET. I assume the input resume is a read-to-consume (no parsing required) csv file. In case you will recieve school grades on this work, I would like to ask you to use my work just as a guide to help you understand and not provide it to the school as-is. I promise excellent quality and your complete satisfaction. If you have any questions or have a suggestion for me to make my bid better suite your needs, please let me know. Thank you. Regards, EK MCP (Microsoft Certified Professional), MCAD (Microsoft Certified Application Developer), MCT (Microsoft Certified Trainer) and B.Sc. In Mathematical Statistics and Computer Science 18+ years In Software Development in Fortune 100 Companies such as Texas Instruments UK, EDS Canada, GM Canada Quality is key!

$100 USD v 4 dnech