cohere · Schema

Classification

Properties

Name	Type	Description
id	string	Unique identifier for this classification result.
input	string	The input text that was classified.
prediction	string	The predicted label with the highest confidence.
predictions	array	All predicted labels ordered by confidence.
confidence	number	The confidence score for the top prediction.
confidences	array	Confidence scores for all predictions.
labels	object	A map of label names to their confidence scores.

View JSON Schema on GitHub

JSON Schema

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