PostHog · Schema

EnsembleDetectorConfig

A/B TestingAnalyticsFeature FlagsOpen-SourceProduct AnalyticsSession Recording

Properties

Name	Type	Description
detectors	array	Sub-detector configurations (minimum 2)
operator	object	How to combine sub-detector results
type	string

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "#/components/schemas/EnsembleDetectorConfig",
  "title": "EnsembleDetectorConfig",
  "additionalProperties": false,
  "properties": {
    "detectors": {
      "description": "Sub-detector configurations (minimum 2)",
      "items": {
        "anyOf": [
          {
            "$ref": "#/components/schemas/ZScoreDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/MADDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/IQRDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/ThresholdDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/ECODDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/COPODDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/IsolationForestDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/KNNDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/HBOSDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/LOFDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/OCSVMDetectorConfig"
          },
          {
            "$ref": "#/components/schemas/PCADetectorConfig"
          }
        ]
      },
      "title": "Detectors",
      "type": "array"
    },
    "operator": {
      "description": "How to combine sub-detector results",
      "allOf": [
        {
          "$ref": "#/components/schemas/EnsembleOperator"
        }
      ]
    },
    "type": {
      "default": "ensemble",
      "title": "Type",
      "type": "string",
      "enum": [
        "ensemble"
      ]
    }
  },
  "required": [
    "detectors",
    "operator"
  ],
  "type": "object"
}

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