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Classification

ABBYY FlexiCapture 12 features technologies that let you classify documents and detect their types and variants without creating FlexiLayouts in FlexiLayout Studio. Classification can be used to sort documents, detect specific documents among all input documents, and assemble pages into documents.

Classification scenarios

ABBYY FlexiLayout Studio, which can handle thousands of images and offers tools for thorough analysis of classification results and fine-tuning classifiers, including rules for handling text and visual objects on pages.  

Developing classifiers in FlexiLayout Studio

ABBYY FlexiCapture 12 includes trainable technologies for classifying documents based on their images (for documents that can be differentiated visually) and on their text. These technologies can be automatically combined, in which case the program will choose the most suitable technology based on the nature of the analyzed document.

Classification profiles

Some classification scenarios may favor precision over recall, while in others recall may be more important. The program allows you to prioritize precision over recall, recall over precision, or strike a balance between the two.

Trade-off between precision and recall

9/25/2020 9:24:45 AM


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