MarketplaceListingsML ModelRoboyo - Intelligent Text Classifier

Roboyo - Intelligent Text Classifier

Supported by Publisher

Silver Certified

ML Model

0 reviews

15

Roboyo - Intelligent Text Classifier

Supported by Publisher

Silver Certified

ML Model

0 reviews

15


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.

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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!

Benefits


Published: 2021-02-12T07:56:15+00:00 | Updated: 2021-02-12T07:56:15+00:00

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License

By clicking download you agree to the following license.


Tags

Classifier

Compatibility

Cloud AI Center and On-Prem AI-Fabric 2020.10.0


Dependencies

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



Support

Email: support@roboyo.de

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

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