Predictor

An Amazon Forecast ML predictor trained on a dataset group.

ForecastingMachine LearningPredictive AnalyticsTime Series

Properties

Name	Type	Description
PredictorArn	string	ARN of the predictor.
PredictorName	string	Name of the predictor.
AlgorithmArn	string	ARN of the algorithm used.
ForecastHorizon	integer	Number of time steps for the forecast.
ForecastTypes	array	Quantiles to forecast (e.g., p10, p50, p90).
PerformAutoML	boolean	Whether to auto-select the best algorithm.
PerformHPO	boolean	Whether to perform hyperparameter optimization.
Status	string	Status of the predictor.
CreationTime	string
LastModificationTime	string

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-forecast/refs/heads/main/json-schema/amazon-forecast-predictor-schema.json",
  "title": "Predictor",
  "description": "An Amazon Forecast ML predictor trained on a dataset group.",
  "type": "object",
  "properties": {
    "PredictorArn": {
      "type": "string",
      "description": "ARN of the predictor."
    },
    "PredictorName": {
      "type": "string",
      "description": "Name of the predictor."
    },
    "AlgorithmArn": {
      "type": "string",
      "description": "ARN of the algorithm used."
    },
    "ForecastHorizon": {
      "type": "integer",
      "description": "Number of time steps for the forecast."
    },
    "ForecastTypes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Quantiles to forecast (e.g., p10, p50, p90)."
    },
    "PerformAutoML": {
      "type": "boolean",
      "description": "Whether to auto-select the best algorithm."
    },
    "PerformHPO": {
      "type": "boolean",
      "description": "Whether to perform hyperparameter optimization."
    },
    "Status": {
      "type": "string",
      "description": "Status of the predictor."
    },
    "CreationTime": {
      "type": "string",
      "format": "date-time"
    },
    "LastModificationTime": {
      "type": "string",
      "format": "date-time"
    }
  },
  "required": [
    "PredictorName",
    "ForecastHorizon"
  ]
}