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: #11718653

17 freelancers are bidding on average $234 for this job

$222 USD in 3 days
(9 Reviews)
5.2
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dghq123

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.

$150 USD in 3 days
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gabontau

Hello. I can do it for you.

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2.5
Sndeep88

A proposal has not yet been provided

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2.4
dbldee

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

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pfld12

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RakeshMittal10

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

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sfaxiano89

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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omblearchana

Growth-centred and technically-adept Technology Lead and Certified Scrum Master offers 8.2 years of experience in developing Web-based solutions and Client Server Technologies. Skill Set * Operating System: Wind More

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webbees03

Hi there, I’d like to be considered for your developer position. I’m senior webdeveloper with a strong background developing ecommerce,portal,blog websites, wordpress , Magento. For 4 years I’ve worked in marketin More

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smartresearch1

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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codersaiful

which language, php?

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AmiRoy

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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cheapgetcode

I can do it.When u need?

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kazemmit

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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