ToolAssay

Task type

Task type - Fixed-holdout learning curve: Fixed-holdout learning curve for Task type. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded fixed-holdout learning curve deliverable.

Answeringour last check, 2026-10-04
1 of 1checks answered this week
318 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-sector-ml-task-type-learning-curve

CategoryMarket data
Provider hostmarket.datapackvibe.com
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days1 from 1 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-10-04 valid payment request 402$0.01 318 ms

Example input (from the provider)

{
  "body": {
    "records": [
      {
        "actual": "research",
        "id": "example-0-0",
        "text": "research sample document number 0 for this supplied dataset."
      },
      {
        "actual": "research",
        "id": "example-0-1",
        "text": "research sample document number 1 for this supplied dataset."
      },
      {
        "actual": "research",
        "id": "example-0-2",
        "text": "research sample document number 2 for this supplied dataset."
      },
      {
        "actual": "writing",
        "id": "example-1-0",
        "text": "writing sample document number 0 for this supplied dataset."
      },
      {
        "actual": "writing",
        "id": "example-1-1",
        "text": "writing sample document number 1 for this supplied dataset."
      },
      {
        "actual": "writing",
        "id": "example-1-2",
        "text": "writing sample document number 2 for this supplied dataset."
      },
      {
        "actual": "analysis",
        "id": "example-2-0",
        "text": "analysis sample document number 0 for this supplied dataset."
      },
      {
        "actual": "analysis",
        "id": "example-2-1",
        "text": "analysis sample document number 1 for this supplied dataset."
      },
      {
        "actual": "analysis",
        "id": "example-2-2",
        "text": "analysis sample document number 2 for this supplied dataset."
      },
      {
        "actual": "implementation",
        "id": "example-3-0",
        "text": "implementation sample document number 0 for this supplied dataset."
      },
      {
        "actual": "implementation",
        "id": "example-3-1",
        "text": "implementation sample document number 1 for this supplied dataset."
      },
      {
        "actual": "implementation",
        "id": "example-3-2",
        "text": "implementation sample document number 2 for this supplied dataset."
      }
    ]
  },
  "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": {
            "records": {
              "default": [
                {
                  "actual": "research",
                  "id": "example-0-0",
                  "text": "research sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "research",
                  "id": "example-0-1",
                  "text": "research sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "research",
                  "id": "example-0-2",
                  "text": "research sample document number 2 for this supplied dataset."
                },
                {
                  "actual": "writing",
                  "id": "example-1-0",
                  "text": "writing sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "writing",
                  "id": "example-1-1",
                  "text": "writing sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "writing",
                  "id": "example-1-2",
                  "text": "writing sample document number 2 for this supplied dataset."
                },
                {
                  "actual": "analysis",
                  "id": "example-2-0",
                  "text": "analysis sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "analysis",
                  "id": "example-2-1",
                  "text": "analysis sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "analysis",
                  "id": "example-2-2",
                  "text": "analysis sample document number 2 for this supplied dataset."
                },
                {
                  "actual": "implementation",
                  "id": "example-3-0",
                  "text": "implementation sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "implementation",
                  "id": "example-3-1",
                  "text": "implementation sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "implementation",
                  "id": "example-3-2",
                  "text": "implementation sample document number 2 for this supplied dataset."
                }
              ],
              "items": {
                "additionalProperties": false,
                "properties": {
                  "actual": {
                    "enum": [
                      "research",
                      "writing",
                      "analysis",
                      "implementation"
                    ],
                    "type": "string"
                  },
                  "id": {
                    "default": "",
                    "maxLength": 80,
                    "minLength": 1,
                    "type": "string"
                  },
                  "text": {
                    "default": "",
                    "maxLength": 1000,
                    "type": "string"
                  }
                },
                "required": [
                  "id",
                  "text",
                  "actual"
                ],
                "type": "object"
              },
              "maxItems": 200,
              "minItems": 2,
              "type": "array"
            }
          },
          "required": [
            "records"
          ],
          "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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