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data mining for filtering the resumes using decision tree

$10-30 USD

In Progress
Posted over 7 years ago

$10-30 USD

Paid on delivery
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 by building a decision tree algorithm. 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). Decision tree should be built taking the [login to view URL], the output should visualize the decision tree and show whether particular person is hired or not hired. Building the decision tree is important . i need the screenshots of the output after its done. SO, prepare dataset, build decision tree, visualize tree and visualize predictions for each dataset point.
Project ID: 11891755

About the project

4 proposals
Remote project
Active 7 yrs ago

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4 freelancers are bidding on average $38 USD for this job
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Hi, I am proficient in Python and data mining algorithms, and would like an opportunity to work with you on this. Please feel free to ping on chat. Thanks!
$50 USD in 3 days
5.0 (13 reviews)
4.0
4.0
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Hi sir. I am working on big data and data analysis and i will be happy if you assign this project to me I will write a report and also i will implement all the stages of CRISP modeling for your project.
$55 USD in 2 days
5.0 (1 review)
1.9
1.9
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My talent is java. i have a lot of experience of site developement. Please award me. if u award me, you will success your job.
$25 USD in 1 day
0.0 (0 reviews)
0.0
0.0
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I worked with decisions trees in R in two courses in my university and in my one year job experience. By the problem described, i would traine my decision tree algorithm with data from some company and define the best results, defining tha paramenters that are necessary for the job (for example like is described: 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. After training my algorithm, i could introduce a new data i could prediction with some error margin what would happen to him (hired or not). we could if you like adapt my R program with javascript or other if you like to automatically give the answer for example in a website.
$20 USD in 1 day
0.0 (0 reviews)
0.0
0.0

About the client

Flag of UNITED STATES
pittsfield, United States
5.0
1
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Member since Sep 16, 2016

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