Model

An Amazon Lookout for Equipment ML model for anomaly detection.

Equipment MonitoringIndustrial IoTMachine LearningPredictive Maintenance

Properties

Name	Type	Description
ModelName	string	The name of the model.
ModelArn	string	The Amazon Resource Name (ARN) of the model.
DatasetName	string	The name of the dataset used to train the model.
Status	string	The current status of the model.
TrainingDataStartTime	string	Indicates the time reference in the dataset from which training data begins.
TrainingDataEndTime	string	Indicates the time reference in the dataset from which training data ends.
CreatedAt	string	The time at which the model was created.

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-lookout-for-equipment/refs/heads/main/json-schema/amazon-lookout-for-equipment-model-schema.json",
  "title": "Model",
  "description": "An Amazon Lookout for Equipment ML model for anomaly detection.",
  "type": "object",
  "properties": {
    "ModelName": {
      "type": "string",
      "description": "The name of the model.",
      "example": "pump-failure-detector"
    },
    "ModelArn": {
      "type": "string",
      "description": "The Amazon Resource Name (ARN) of the model."
    },
    "DatasetName": {
      "type": "string",
      "description": "The name of the dataset used to train the model."
    },
    "Status": {
      "type": "string",
      "description": "The current status of the model.",
      "example": "SUCCESS",
      "enum": [
        "IN_PROGRESS",
        "SUCCESS",
        "FAILED",
        "IMPORT_IN_PROGRESS"
      ]
    },
    "TrainingDataStartTime": {
      "type": "string",
      "description": "Indicates the time reference in the dataset from which training data begins.",
      "format": "date-time"
    },
    "TrainingDataEndTime": {
      "type": "string",
      "description": "Indicates the time reference in the dataset from which training data ends.",
      "format": "date-time"
    },
    "CreatedAt": {
      "type": "string",
      "description": "The time at which the model was created.",
      "format": "date-time"
    }
  }
}