The text for this icon depends on how your project is configured.

Classification / Separation & Classification

When this label is Classification, this setting trains the classifiers, but only if a layout or content classifier is configured for your project and the training sets contain documents for your classes.

When this label is Separation & Classification, this setting trains both classification and separation. This is possible only when Standard Document Separation or Trainable Document Separation is enabled in the Project Settings.

Extraction & Table Extraction

Trains the trainable locators if training documents are added to the Extraction Set. If table detection is enabled for any classes in the project, table extraction training is also run based on the training documents in the Table Extraction Set.

If there are no classes with training documents for table extraction or if there are no new training documents since the last time the project was trained, table extraction training is not performed.

Refine your extraction and table extraction by selecting one of the following submenu items:

Extraction

Trains the trainable locators if training documents are added to the Extraction Set.

Table Extraction

If table detection is enabled, this setting trains table extraction based on the documents in the Table Extraction Set.

Optimize Content Classifier

Takes the content of the selected document set and optimizes the parameters for content classification using the Adaptive Feature Classifier (AFC).

Recognize

Performs text recognition using the default profile for the recognition settings.

Detect Tables

Detects all tables on a document and stores that information in the XDoc.

Refine your table detection by selecting one of the following submenu settings:

Detect Tables for Selected Documents

Performs table detection for the selected documents.

Detect Tables Recursively

Performs table detection for all documents in the selected folders.

Separate

Performs document separation and shows the results in the Document Separation Results window.

Classify

Performs classification.

Extract

Extracts data using the field and locator definition of the selected class. Refine your extraction by selecting one of the following submenu settings:

Extract Selected Documents

Extracts the data from the selected documents using the field and locator definition of the selected class.

Extract Selected Documents without Validation

Extracts the data from the selected documents using the field and locator definition of the selected class without Validation.

Process

Performs classification and extraction. Refine your processing by selecting one of the following submenu settings:

Process Selected Documents

Performs classification and extraction on the selected documents.

Process Selected Documents without Validation

Performs classification and extraction on the selected documents without Validation.

Clear Data

Clears the data for the selected documents. You can clear data recursively by selecting one of the following submenu settings:

Clear Selected Documents

Clears the extraction data and classification results for the selected documents.

Clear Documents Recursively

Clears the extraction data and classification results of all documents.

Clear All

Clears the extraction data and classification results for the selected documents.

Load Data

Loads any saved extraction data or classification results for the selected documents.

Separation

Loads all documents in the selected documents subset into memory, merges all of the pages into a single document, and separates this document using your existing separation settings. A progress bar indicates what percentage of the documents are processed. When the progress bar reaches 100%, the Separation Benchmark window is displayed and displays the separation benchmark results for analysis.

Classification

Displays the Classification Benchmark window and calculates a detailed analysis of the classification quality for the Classification Training training documents set.

Classification Benchmark (All Classification Settings)

Displays the Classification Benchmark window and calculates a detailed analysis of the classification quality for a benchmark set using all of the project classification settings.

Classification Benchmark (Specific Classifier)

Displays the Classification Benchmark window and calculates a detailed analysis of the classification quality for a benchmark set using a specific classifier only.

Extraction

Displays the Extraction Benchmark window and performs an analysis of the extraction quality. To refine your extraction benchmark results, select one of the following submenu settings:

Extraction Benchmark (Selected Class)

Displays the Extraction Benchmark window and performs an analysis of the extraction quality for the currently selected class. All documents in the selected documents subset are extracted using the extraction settings for the selected class. The documents are not classified before being extracted. You can save the results of the benchmark in a file.

Extraction Benchmark (Selected Class And Children)

Displays the Extraction Benchmark window. All documents in the selected documents subset are classified and extracted using the extraction settings for the selected class and its child classes. The extraction benchmark results however, only consider the documents that are classified as the selected class or one of its child classes.

Use this setting when there is a common base class for several child classes that contain similar fields. For example, you have a project that processes invoices, orders, and other documents. The invoice class has several supplier subclasses. Since the child classes have similar fields, you can perform an extraction benchmark to test the extraction results for these classes.

Extraction Benchmark (All Classes)

Displays the Extraction Benchmark window. Performs an extraction benchmark for all of the classes in your project. All documents in the selected documents subset are classified, and then extracted using your current settings.

Use this setting when you have a project that contains several classes with similar fields. For example, an project that processes invoices has a different class for each supplier.