What is extraction confidence range in SAP CA-ML-BDP - ?

SAP Term: extraction confidence range

• Component: CA-ML-BDP

• Component Name:

• Description: Services Related to Business Document Processing A value range indicating the probable accuracy of results returned by the default extractors of the Document Information Extraction service. Extraction confidence ranges are color coded, with red denoting low probability 0 to 50%, yellow denoting moderate probability 51 to 79%, and green denoting high probability 80 to 100%. Where the confidence range is low or moderate, users should check and, where necessary, correct extraction results for the relevant fields.

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• Key Concepts: 
  Extraction confidence range is a feature of SAP's Component CA-ML-BDP. It is a measure of the accuracy of the data extraction process. The range is based on the number of words in the document and the number of words that were correctly extracted. The higher the range, the more accurate the extraction process. 
  
  How to use it: 
  The extraction confidence range can be used to determine the accuracy of data extraction from documents. It is calculated by dividing the number of words correctly extracted by the total number of words in the document. The result is then expressed as a percentage. 
  
  Tips & Tricks: 
  When using the extraction confidence range, it is important to remember that it is only an indication of accuracy and not a guarantee. It should be used as a guide to help determine if further investigation is needed or if additional data extraction techniques should be used. 
  
  Related Information: 
  The extraction confidence range is part of SAP's Component CA-ML-BDP, which provides machine learning capabilities for data extraction from documents. Other features include natural language processing, text analytics, and document classification.