MarketplaceStudioActivityCiphix - Linear SVM

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Ciphix - Linear SVM

Ciphix - Linear SVM

by Ciphix

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Activity

Downloads

1.2k

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Summary

Summary

This is a custom activity that estimates a model for a discrete variable using a Support Vector Machine (SVM).

Overview

Overview

The activity uses a SVM and sorts the data in classes. This will essentially draw a line between the two generated classes of data making sure that the line provides the biggest “separation” between those two classes.

The line drawn by the SVM is then used by the activity to make a one point ahead forecast. See the image attached.

Features

Features

This activity enables processes to make predictions for discrete variables, thus incorporating machine learning in the process. The activity can be used to alleviate certain human decisions within a process which can benefit a multitude of automation projects.

Additional Information

Additional Information

Dependencies

Accord.NET framework

Code Language

Visual Basic

Runtime

Windows Legacy (.Net Framework 4.6.1)

Publisher

Ciphix

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Trusted Source

License & Privacy

Apache

Privacy Terms

Technical

Version

1.0.1

Updated

February 18, 2020

Works with

Studio: 21.10 - 22.10

Certification

Silver Certified

Support

UiPath Community Support

Resources

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