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Develop a PHP script to evaluate quality loan applications (AI / neural network)

$30-250 USD

Cancelled
Posted almost 10 years ago

$30-250 USD

Paid on delivery
Your job is to develop a PHP script that evaluates the quality of loan application based on a given set of input parameters. The system's input is the loan application data in JSON format and the output must be an integer between 0 and 100, 0 meaning the loan application seems very low quality (i.e. applicant probably won't pay back) and 100 meaning a high quality application (i.e. applicant probably is paying back). The system must be based to neural network and/or to genetic algorithm or other similar analysis method that has been trained using sample input and output data (old loan applications whose quality we now know). The final delivery must also contain the mechanism for training the system with more data in the future. Attached is an SQL dump of a 100 rows of sample data for reference. The data contains the input data and the desired output of the system (integer). If I accept your bid, I will provide you with the full data set of about few thousand rows of data. The SQL dump can also be found at: [login to view URL] You are free to use any available pattern matching, artificial intelligence, neural network etc libraries that are available for PHP assuming the libraries are free to use. If you wish to use some commercial code, please state it in your bid, if the commercial code seems good and the price is reasonable, I can accept that kind of solution too. Do not offer solution in any other programming languages. Do not ask for any other data of the loan applications or applicants, the JSON contains all the data we have. With your bid, please give a brief overview of how would you implement this.
Project ID: 5945466

About the project

9 proposals
Remote project
Active 10 yrs ago

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9 freelancers are bidding on average $337 USD for this job
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Need to discuss this in detail,please tell me how we can start the discussion on this requirement. for more detail check in Private Message. We have a team of professionals,they have more than 11 year of experience,so we can manage this work and will give you quality solution.
$210 USD in 6 days
2.0 (22 reviews)
6.6
6.6
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hi already made a function yesterday with your sample data. the problem that i need help to make algorithm train with your logical standing point. please message me so that i can show you the link, as that chat has disabled by freelancer.
$222 USD in 7 days
4.8 (57 reviews)
5.1
5.1
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A proposal has not yet been provided
$277 USD in 3 days
5.0 (32 reviews)
5.0
5.0
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Hi, I need sufficient data to make this trained / making the machine learner. then I will enter the input data to get its output. You did not mention the based of data reading. what will be your input.
$277 USD in 10 days
5.0 (15 reviews)
4.8
4.8
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Hello Sir/Mama, Thank you for review my Proposal. I am writing this cover letter regarding job vacancy of a web Developer, web Programmer as per your job posting on Freelancer. After thoroughly reviewing your terms and conditions and Job post criteria I am applying for the above mentioned Job. Here I provide you with brief details of my educational background, work experience and skills. My proficiency accwounts in Web services, Web Design, SEO, Open source technology, CMS (Joomla | Drupal | WordPress | Magento | Oscommerce | Ecommerce) | Android & iPhone Applications, ASP.NET, .NET, Java, Ajax, PHP, Java Script, Jquery, SQL Server, MySQL, HTML 4 & 5, CSS & CSS3, Web hosting. Apart from this I carried out the responsibilities like Front end design, Updating System and the Web Server, Web Applications Development. My communication skills have evolved over the time and I am comfortable with English. I can assure you I will be an asset. Hope to hear from you soon. Thank You
$155 USD in 3 days
0.0 (0 reviews)
0.0
0.0
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I propose using a system similar to SpamAsassin-- creating rules and assigning a score. I would rather use python for this but I can do it in PHP. I cannot turn this around in less than 2 weeks.
$444 USD in 14 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of THAILAND
Turku, Thailand
5.0
591
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Member since Mar 16, 2011

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