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Roboyo - Intelligent Text Classifier

Roboyo - Intelligent Text Classifier

by Roboyo

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1

ML Model

Downloads

118

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Summary

Summary

This AI Center model will classify emails according to their contents based on buckets that are given to it by supplying appropriate training data.

Overview

Overview

The downloadable skill and ML model which was developed by Roboyo in cooperation with DatasparQ will provide a good base level of performance for emails/text in one language (English or German). 

The model needs to be trained before first use and the “buckets” the model must use to classify the given emails/texts need to be clear and supplied in the training set. After the deployment the skill can be used directly in UiPath Studio to classify any text supplied as a string - no fiddling around with JSON or REST calls needed! 

The model gives back a confidence score based on which you can decide on how to proceed with the classification. Is the confidence too low? Send it to the action center and let a human classify the correct bucket and feed the results back for retraining the model!

This model is a great starting point for using AI Center to sort and classify text directly out of the Studio and then through your robots with ease! However, we understand that real-world use cases are often more complicated. Emails come in different languages and may require mapping to hierarchical classifications. Additionally, the measure of success for a classifier will vary across different use cases.

If you have further needs for this model, please get in touch with us by opening a question on this listing page and we will get back to you!

Features

Features

Ready-to-use ML model specifically built on AI Center to make the start into the AI space as easy as possible! It can be used in a variety of ways for example for ticket or e-mail classification.

Additional Information

Additional Information

Dependencies

UiPath.ML.Services.Activities >= 1.1.3 Newtonsoft.Json >= 12.0.3

Publisher

Roboyo

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License & Privacy

License Agreement

Privacy Terms

Technical

Version

1.0

Updated

Feb 4, 2021

Works with

AI Center: 20.10 - 22.10

Certification

Gold Certified

Application

Microsoft Outlook

Support

Email: support@roboyo.de

Mon-Fri 9 AM to 6 PM CET; Response time: 1 business day (24 hours); Resolution time: 10 days

Resources

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