Classification of product description using machine learning algorithms


Product Classification Problem:


There is Product Description Data (PDD) of several million records that includes products (such as yarn, diodes, eyeglasses, etc.). This PDD needs to be mapped to a product category (which includes a variety of products)

Example Product Taxonomy Record:

Wedding Dresses

We need to classify these. Currently, we have an existing solution that uses simple text matching algorithms to classify. Based on that we are getting an accuracy rate of approx. 75%. Our objective is to get to 98% or higher.

We are looking for experts who have actually solved this type of problem (in a professional setting and not just in a university) and can demonstrate how their solution would work with a sample of 5000 to 10000 records.



SaS Technologies

Skills: Machine Learning

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Project ID: #4292888

5 freelancers are bidding on average $1850 for this job


Hi, I have 8 years experience in text mining, natural language processing, and machine learning. I worked in many similar projects.

$2000 USD in 15 days
(3 Reviews)

Hi, please see the PM.

$1800 USD in 20 days
(1 Review)

Hi, I have a master degree in software engineering and I'm familiar with machine learning and classification algorithms and techniques. I'm interested in your project. Please see PMB for more Information.

$1500 USD in 33 days
(0 Reviews)

I have a masters degree in Computational Neuroscience, and have extensive experience with Machine Learning algorithms. I would be glad to help with this project. Best, Joe

$2450 USD in 28 days
(0 Reviews)

Hello sir, we believe we can complete the work in due time.

$1500 USD in 30 days
(0 Reviews)