Amazon Comprehend · Schema

EntityRecognizerMetadata

Detailed information about an entity recognizer.

Machine LearningNatural Language ProcessingNLPText Analysis

Properties

Name Type Description
NumberOfTrainedDocuments object
NumberOfTestDocuments object
EvaluationMetrics object
EntityTypes object
View JSON Schema on GitHub

JSON Schema

openapi.yml-entity-recognizer-metadata-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-comprehend/refs/heads/main/json-schema/openapi.yml-entity-recognizer-metadata-schema.json",
  "title": "EntityRecognizerMetadata",
  "description": "Detailed information about an entity recognizer.",
  "type": "object",
  "properties": {
    "NumberOfTrainedDocuments": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Integer"
        },
        {
          "description": " The number of documents in the input data that were used to train the entity recognizer. Typically this is 80 to 90 percent of the input documents."
        }
      ]
    },
    "NumberOfTestDocuments": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Integer"
        },
        {
          "description": " The number of documents in the input data that were used to test the entity recognizer. Typically this is 10 to 20 percent of the input documents."
        }
      ]
    },
    "EvaluationMetrics": {
      "allOf": [
        {
          "$ref": "#/components/schemas/EntityRecognizerEvaluationMetrics"
        },
        {
          "description": "Detailed information about the accuracy of an entity recognizer."
        }
      ]
    },
    "EntityTypes": {
      "allOf": [
        {
          "$ref": "#/components/schemas/EntityRecognizerMetadataEntityTypesList"
        },
        {
          "description": "Entity types from the metadata of an entity recognizer."
        }
      ]
    }
  }
}