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. |
JSON Schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$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."
}
}
}
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