ToolAssay

Classification Model Audit

Classification Model Audit: Compute a confusion matrix, per-label precision/recall/F1, macro F1 and accuracy from up to 300 supplied expected/predicted labels. No model calls or claims about unseen data. 0.01 USDC includes up to 300 labelled predictions.

Answeringour last check, 2026-10-03
1 of 1checks answered this week
349 msmedian answer time
$0.01listed price per call
$0.01price it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://market.datapackvibe.com/x402/assistant-classification-audit

CategoryCode and developer
Provider hostmarket.datapackvibe.com
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days2 from 2 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-10-03 valid payment request 402$0.01 349 ms

Example input (from the provider)

{
  "body": {
    "examples": [
      {
        "expected": "positive",
        "predicted": "positive"
      },
      {
        "expected": "negative",
        "predicted": "positive"
      }
    ]
  },
  "bodyType": "json",
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "properties": {
            "examples": {
              "default": [
                {
                  "expected": "positive",
                  "predicted": "positive"
                },
                {
                  "expected": "negative",
                  "predicted": "positive"
                }
              ],
              "items": {
                "additionalProperties": false,
                "properties": {
                  "expected": {
                    "maxLength": 40,
                    "minLength": 1,
                    "type": "string"
                  },
                  "predicted": {
                    "maxLength": 40,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "required": [
                  "expected",
                  "predicted"
                ],
                "type": "object"
              },
              "maxItems": 300,
              "minItems": 1,
              "type": "array"
            }
          },
          "required": [
            "examples"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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