Weaviate · JSON Structure

Weaviate Reference Meta Classification Structure

This meta field contains additional info about the classified reference property

Type: object Properties: 10
Vector DatabaseAIMachine LearningSemantic SearchOpen SourceGraphQLKubernetes

Weaviate Reference Meta Classification Structure is a JSON Structure definition published by Weaviate, describing 10 properties. It conforms to the https://json-structure.org/meta/extended/v0/# meta-schema.

Properties

overallCount winningCount losingCount closestOverallDistance winningDistance meanWinningDistance closestWinningDistance closestLosingDistance losingDistance meanLosingDistance

Meta-schema: https://json-structure.org/meta/extended/v0/#

JSON Structure

Raw ↑
{
  "$schema": "https://json-structure.org/meta/extended/v0/#",
  "$id": "https://api-evangelist.github.io/weaviate/json-structure/weaviate-reference-meta-classification-structure.json",
  "title": "ReferenceMetaClassification",
  "description": "This meta field contains additional info about the classified reference property",
  "type": "object",
  "properties": {
    "overallCount": {
      "type": "float",
      "description": "overall neighbors checked as part of the classification. In most cases this will equal k, but could be lower than k - for example if not enough data was present"
    },
    "winningCount": {
      "type": "float",
      "description": "size of the winning group, a number between 1..k"
    },
    "losingCount": {
      "type": "float",
      "description": "size of the losing group, can be 0 if the winning group size equals k"
    },
    "closestOverallDistance": {
      "type": "float",
      "description": "The lowest distance of any neighbor, regardless of whether they were in the winning or losing group"
    },
    "winningDistance": {
      "type": "float",
      "description": "deprecated - do not use, to be removed in 0.23.0"
    },
    "meanWinningDistance": {
      "type": "float",
      "description": "Mean distance of all neighbors from the winning group"
    },
    "closestWinningDistance": {
      "type": "float",
      "description": "Closest distance of a neighbor from the winning group"
    },
    "closestLosingDistance": {
      "type": "float",
      "description": "The lowest distance of a neighbor in the losing group. Optional. If k equals the size of the winning group, there is no losing group"
    },
    "losingDistance": {
      "type": "float",
      "description": "deprecated - do not use, to be removed in 0.23.0"
    },
    "meanLosingDistance": {
      "type": "float",
      "description": "Mean distance of all neighbors from the losing group. Optional. If k equals the size of the winning group, there is no losing group."
    }
  }
}