Democratizing Artificial Intelligence with UiPath by Fanny Ip and Jeremiah Crowley

Author:Fanny Ip and Jeremiah Crowley
Language: eng
Format: epub
Publisher: Packt Publishing Pvt Ltd
Published: 2022-04-07T00:00:00+00:00

Validating classifiers

Sometimes after classification, we may require human validation of classifier output with the use of the Classification Station. The use of the Classification Station is generally recommended when dealing with multiple document types within a single file, or when a use case requires 100% accuracy in classification – it is always best to have a human perform a quick check before returning to automation.

The Classification Station is available for both attended and unattended automation through the use of the Present Classification Station activity for attended, and the Create Document Classification Action and Wait for Document Classification Action and Resume activities of UiPath Action Center.

When presented with the Classification Station, the user will have the ability to review and correct classifications performed by automation. In the Classification Station, the user can rearrange pages by clicking and dragging pages, and validate classifications performed by classifiers (Figure 6.24):

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