Amazon Comprehend · JSON Structure

Openapi.Yml Entity Recognizer Metadata Structure

Detailed information about an entity recognizer.

Type: object Properties: 4
Machine LearningNatural Language ProcessingNLPText Analysis

EntityRecognizerMetadata is a JSON Structure definition published by Amazon Comprehend, describing 4 properties. It conforms to the https://json-structure.org/meta/core/v0/# meta-schema.

Properties

NumberOfTrainedDocuments NumberOfTestDocuments EvaluationMetrics EntityTypes

Meta-schema: https://json-structure.org/meta/core/v0/#

JSON Structure

Raw ↑
{
  "$schema": "https://json-structure.org/meta/core/v0/#",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-comprehend/refs/heads/main/json-structure/openapi.yml-entity-recognizer-metadata-structure.json",
  "name": "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."
        }
      ]
    }
  }
}