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.
{
"$schema": "https://json-structure.org/meta/extended/v0/#",
"$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."
}
}
}
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