Amazon Comprehend · JSON Structure

Openapi.Yml Flywheel Model Evaluation Metrics Structure

The evaluation metrics associated with the evaluated model.

Type: object Properties: 4
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FlywheelModelEvaluationMetrics 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

AverageF1Score AveragePrecision AverageRecall AverageAccuracy

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-flywheel-model-evaluation-metrics-structure.json",
  "name": "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."
        }
      ]
    }
  }
}