Amazon Comprehend · Schema

FlywheelModelEvaluationMetrics

The evaluation metrics associated with the evaluated model.

Machine LearningNatural Language ProcessingNLPText Analysis

Properties

Name Type Description
AverageF1Score object
AveragePrecision object
AverageRecall object
AverageAccuracy object
View JSON Schema on GitHub

JSON Schema

openapi.yml-flywheel-model-evaluation-metrics-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-flywheel-model-evaluation-metrics-schema.json",
  "title": "FlywheelModelEvaluationMetrics",
  "description": "The evaluation metrics associated with the evaluated model.",
  "type": "object",
  "properties": {
    "AverageF1Score": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Double"
        },
        {
          "description": "The average F1 score from the evaluation metrics."
        }
      ]
    },
    "AveragePrecision": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Double"
        },
        {
          "description": "Average precision metric for the model."
        }
      ]
    },
    "AverageRecall": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Double"
        },
        {
          "description": "Average recall metric for the model."
        }
      ]
    },
    "AverageAccuracy": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Double"
        },
        {
          "description": "Average accuracy metric for the model."
        }
      ]
    }
  }
}