Refining data

Use Refiner to clean and format data extracted using ML Studio, or to programmatically extract data directly from documents.

• About Refiner

  Work with documents directly to extract text and visual information.

• Refiner language grammar

  Refiner language grammar and syntax rules.

• Measure accuracy with Target Comparison

  Measure text field extraction accuracy as you build and make incremental changes in Refiner.

• Scan Box

  Extract content from a box.

• TokenMatchers and Tokenizers (Legacy)

  Use with Refiner functions to break text into multiple pieces and score and clean each piece of text.

• Provenance Tracking

  Provenance tracking in Refiner functions and UDFs determine where some output came from within its input.

• Provenance Tracking - Extracted Tables

  Provenance tracking with extracted tables.

• Model confidence metrics

  Obtain model confidence metrics with the value object in Refiner functions and UDFs.

• Confidence Functions

  Available functions for Confidence.

• Excel Functions

  Available functions for Excel.

• List Functions

  Available functions for List.

• Logical Functions

  Available functions for Logical.

• Map Functions

  Available functions for Map.

• NLP Functions

  Available functions for NLP.

• Numerical Functions

  Available functions for Numerical.

• OCR Functions

  Available functions for OCR.

• Parsing Functions

  Available functions for Parsing.

• Path Functions

  Available functions for Path.

• PDF Functions

  Available functions for PDF.

• Provenance Functions

  Available functions for Provenance.

• String Functions

  Available functions for String.

• Table Functions

  Available functions for Table.

• Validation Functions

  Available functions for Validation.

• Visual Functions

  Available functions for Visual.