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data mining for filtering the resumes using decision tree

$10-30 USD

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已发布超过 7 年前

$10-30 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 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.
项目 ID: 11891755

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远程项目
活跃7 年前

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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 在3天之内
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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 在2天之内
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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 在1天之内
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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 在1天之内
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UNITED STATES的国旗
pittsfield, United States
5.0
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