QuestionQ69

UiPath Document Understanding - Model building

Which classifier has file splitting capabilities — meaning it can report more than one document type for a given file, across separate page ranges?

Explanation

The Intelligent Keyword Classifier in UiPath's Document Understanding framework is specifically built with file splitting capability: when a single input file contains multiple logical documents (for example, an Invoice on pages 1–5, a Medical Record on pages 6–15, and an Insurance Agreement on pages 16 onward), this classifier returns multiple classification results, each tied to the correct page range within that file. This is enabled through settings such as PerformDocumentSplitting and UsePageNumbers. By contrast, the Machine Learning/Document Classifier can classify content but does not perform splitting on its own (a separate extraction step is needed to split pages), and the basic Keyword Based Classifier performs classification via repeating string-sequence matching without this built-in multi-document splitting behavior. There is no standard 'File Splitting Document Classifier' component in the framework.

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