data mining for filtering resumes

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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About the Employer:
( 0 reviews ) Chennai, India

Project ID: #11718653

16 freelancers are bidding on average $242 for this job


Hello, Let me do your task. I am very experienced JAVA developer. Even i did it for my client last year. I know its technique. I will use csv dataset for it.

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Hello. I can do it for you.

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which language, php?

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I am an expert in data mining and predictive modeling. I have a PhD in Physics and I have extensive experience in machine learning applications, statistics and software development (web, mobile, desktop, SaaS). I work More

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dear sir/mam, I understood your requirements and have a capability to complete this work with 100% accuracy. so, kindly revert me for more discussion. as i have an expertise in typing,editing and searching of data. I a More

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I’ve already worked on a lot of different projects during my Ph.D studies such as: Working on stock network data. (time-series analysis and prediction) Working on predicting popularity of news article. (time-series a More

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Expert in data mining, regular expressions, software development, Java and other necessary skills for this project.

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Hi, My name is Mohamed Maalej. I am a software engineer. I developed many data-driven applications since I specialized in machine learning applications. I am very motivated to work on your project. Java is my prima More

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Please add more information for your assignment What is needed? Design of the dataset Choosing responses Output..

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