ModelPerformance

Information about the evaluation performance of a trained model.

Computer VisionMachine LearningManufacturingQuality InspectionAnomaly Detection

Properties

Name Type Description
F1Score object
Recall object
Precision object
View JSON Schema on GitHub

JSON Schema

amazon-lookout-for-vision-model-performance-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-lookout-for-vision/refs/heads/main/json-schema/amazon-lookout-for-vision-model-performance-schema.json",
  "title": "ModelPerformance",
  "description": "Information about the evaluation performance of a trained model. ",
  "type": "object",
  "properties": {
    "F1Score": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Float"
        },
        {
          "description": "The overall F1 score metric for the trained model."
        }
      ]
    },
    "Recall": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Float"
        },
        {
          "description": "The overall recall metric value for the trained model. "
        }
      ]
    },
    "Precision": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Float"
        },
        {
          "description": "The overall precision metric value for the trained model."
        }
      ]
    }
  }
}