Classification of product description using machine learning algorithms

Closed

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.

Thanks

Sumit

SaS Technologies

Skills: Machine Learning

See more: using algorithms, uses of algorithms, university products, type of algorithms, text algorithms, simple algorithms in c, product description+, experts solution, example of algorithms, data and algorithms, data algorithms, algorithms using c, algorithms data, objective c category, in sas, learning objective c, SAS, machine learning\ , data learning, c++ machine learning, product description sample, sample description product, learning solution, learning product, sas text

Project ID: #4292888

5 freelancers are bidding on average $1850 for this job

rsonbol

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)
4.1
hsndehghan

Hi, please see the PM.

$1800 USD in 20 days
(1 Review)
2.0
smbluck

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)
0.0
JosephCorey

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)
0.0
nostoc

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

$1500 USD in 30 days
(0 Reviews)
0.0