Weaviate · Schema

ReferenceMetaClassification

This meta field contains additional info about the classified reference property

Vector DatabaseArtificial IntelligenceMachine-LearningSemantic SearchOpen-SourceGraphQLKubernetes

Properties

Name Type Description
overallCount number 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 number size of the winning group, a number between 1..k
losingCount number size of the losing group, can be 0 if the winning group size equals k
closestOverallDistance number The lowest distance of any neighbor, regardless of whether they were in the winning or losing group
winningDistance number deprecated - do not use, to be removed in 0.23.0
meanWinningDistance number Mean distance of all neighbors from the winning group
closestWinningDistance number Closest distance of a neighbor from the winning group
closestLosingDistance number 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 number deprecated - do not use, to be removed in 0.23.0
meanLosingDistance number Mean distance of all neighbors from the losing group. Optional. If k equals the size of the winning group, there is no losing group.
View JSON Schema on GitHub

JSON Schema

weaviate-referencemetaclassification-schema.json Raw ↑ 
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "#/components/schemas/ReferenceMetaClassification",
  "title": "ReferenceMetaClassification",
  "description": "This meta field contains additional info about the classified reference property",
  "properties": {
    "overallCount": {
      "type": "number",
      "format": "int64",
      "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": "number",
      "format": "int64",
      "description": "size of the winning group, a number between 1..k"
    },
    "losingCount": {
      "type": "number",
      "format": "int64",
      "description": "size of the losing group, can be 0 if the winning group size equals k"
    },
    "closestOverallDistance": {
      "type": "number",
      "format": "float32",
      "description": "The lowest distance of any neighbor, regardless of whether they were in the winning or losing group"
    },
    "winningDistance": {
      "type": "number",
      "format": "float32",
      "description": "deprecated - do not use, to be removed in 0.23.0"
    },
    "meanWinningDistance": {
      "type": "number",
      "format": "float32",
      "description": "Mean distance of all neighbors from the winning group"
    },
    "closestWinningDistance": {
      "type": "number",
      "format": "float32",
      "description": "Closest distance of a neighbor from the winning group"
    },
    "closestLosingDistance": {
      "type": "number",
      "format": "float32",
      "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": "number",
      "format": "float32",
      "description": "deprecated - do not use, to be removed in 0.23.0"
    },
    "meanLosingDistance": {
      "type": "number",
      "format": "float32",
      "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."
    }
  }
}