data mining for filtering resumes

Closed

Description

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.

Skills: Data Mining, Java, Javascript, MySQL, Project Management

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Project ID: #11718200

Awarded to:

$150 USD in 3 days
(20 Reviews)
5.0

4 freelancers are bidding on average $102 for this job

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 t More

$100 USD in 4 days
(37 Reviews)
3.8
alihaider5152

Hello, We read your requirement and we want you to know that we are very much interesting in your project. Our team consists of some best strategic developers with strong background. ** OUR RECENT WORK ** Kindly spa More

$45 USD in 2 days
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AlihanZ

Hello, I've been working in analytical departments of various companies more than six years using mainly R and Python. I am fairly well versed in usage of decision trees and their manipulation for best result and ac More

$111 USD in 3 days
(1 Review)
1.0