Questions tagged [real-ml-usecase]

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Making predictions with limited user generated data

We've trained a ML model and deployed it to production. The trained ML model uses about 50-60 features. A user inputs set of information on our platform which is nowhere close to all the features that ...
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60 views

How does amazon's reviews that mention extracts topics from reviews?

Amazon product page contains a section called Reviews that mention. The section lists the main things that users liked or dislike about the product. For example see ...
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1answer
35 views

Working with three types of data: numeric (integer, floats), images, and text for prediction

So I have three types of data (in title) and am wondering how I can combine the data. The target is numeric (price). My idea is to perform feature extraction on both the images and text, which would ...
1
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36 views

What approach should I take for my product classification ML model with user feedback for improving result accuracy?

I'm trying to implement a product categorization ML model on a dataset with the following structure: Data sample I want to my model to be able to predict the correct category that the product should ...