Classification

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "#/components/schemas/Classification",
  "title": "Classification",
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "Unique identifier for this classification result."
    },
    "input": {
      "type": "string",
      "description": "The input text that was classified."
    },
    "prediction": {
      "type": "string",
      "description": "The predicted label with the highest confidence."
    },
    "predictions": {
      "type": "array",
      "description": "All predicted labels ordered by confidence.",
      "items": {
        "type": "string"
      }
    },
    "confidence": {
      "type": "number",
      "description": "The confidence score for the top prediction.",
      "minimum": 0,
      "maximum": 1
    },
    "confidences": {
      "type": "array",
      "description": "Confidence scores for all predictions.",
      "items": {
        "type": "number"
      }
    },
    "labels": {
      "type": "object",
      "description": "A map of label names to their confidence scores.",
      "additionalProperties": {
        "type": "object",
        "properties": {
          "confidence": {
            "type": "number",
            "description": "The confidence score for this label.",
            "minimum": 0,
            "maximum": 1
          }
        }
      }
    }
  }
}