Amazon Lookout for Vision · JSON Structure

Amazon Lookout For Vision Model Performance Structure

Information about the evaluation performance of a trained model.

Type: object Properties: 3
Computer VisionMachine LearningManufacturingQuality InspectionAnomaly Detection

ModelPerformance is a JSON Structure definition published by Amazon Lookout for Vision, describing 3 properties. It conforms to the https://json-structure.org/meta/core/v0/# meta-schema.

Properties

F1Score Recall Precision

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-lookout-for-vision/refs/heads/main/json-structure/amazon-lookout-for-vision-model-performance-structure.json",
  "name": "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."
        }
      ]
    }
  }
}