ToolAssay

Issue kind

Issue kind - Train local text baseline and classify: Train local text baseline and classify for Issue kind. 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 train local text baseline and classify deliverable.

Answeringour last check, 2026-10-04
1 of 1checks answered this week
383 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-issue-kind-local-classifier

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$0.01 383 ms

Example input (from the provider)

{
  "body": {
    "query_texts": [
      "bug sample"
    ],
    "records": [
      {
        "actual": "bug",
        "id": "example-0-0",
        "text": "bug sample document number 0 for this supplied dataset."
      },
      {
        "actual": "bug",
        "id": "example-0-1",
        "text": "bug sample document number 1 for this supplied dataset."
      },
      {
        "actual": "bug",
        "id": "example-0-2",
        "text": "bug sample document number 2 for this supplied dataset."
      },
      {
        "actual": "request",
        "id": "example-1-0",
        "text": "request sample document number 0 for this supplied dataset."
      },
      {
        "actual": "request",
        "id": "example-1-1",
        "text": "request sample document number 1 for this supplied dataset."
      },
      {
        "actual": "request",
        "id": "example-1-2",
        "text": "request sample document number 2 for this supplied dataset."
      },
      {
        "actual": "question",
        "id": "example-2-0",
        "text": "question sample document number 0 for this supplied dataset."
      },
      {
        "actual": "question",
        "id": "example-2-1",
        "text": "question sample document number 1 for this supplied dataset."
      },
      {
        "actual": "question",
        "id": "example-2-2",
        "text": "question sample document number 2 for this supplied dataset."
      },
      {
        "actual": "other",
        "id": "example-3-0",
        "text": "other sample document number 0 for this supplied dataset."
      },
      {
        "actual": "other",
        "id": "example-3-1",
        "text": "other sample document number 1 for this supplied dataset."
      },
      {
        "actual": "other",
        "id": "example-3-2",
        "text": "other 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": {
            "query_texts": {
              "default": [
                "bug sample"
              ],
              "items": {
                "default": "",
                "maxLength": 1000,
                "type": "string"
              },
              "maxItems": 20,
              "minItems": 1,
              "type": "array"
            },
            "records": {
              "default": [
                {
                  "actual": "bug",
                  "id": "example-0-0",
                  "text": "bug sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "bug",
                  "id": "example-0-1",
                  "text": "bug sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "bug",
                  "id": "example-0-2",
                  "text": "bug sample document number 2 for this supplied dataset."
                },
                {
                  "actual": "request",
                  "id": "example-1-0",
                  "text": "request sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "request",
                  "id": "example-1-1",
                  "text": "request sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "request",
                  "id": "example-1-2",
                  "text": "request sample document number 2 for this supplied dataset."
                },
                {
                  "actual": "question",
                  "id": "example-2-0",
                  "text": "question sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "question",
                  "id": "example-2-1",
                  "text": "question sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "question",
                  "id": "example-2-2",
                  "text": "question sample document number 2 for this supplied dataset."
                },
                {
                  "actual": "other",
                  "id": "example-3-0",
                  "text": "other sample document number 0 for this supplied dataset."
                },
                {
                  "actual": "other",
                  "id": "example-3-1",
                  "text": "other sample document number 1 for this supplied dataset."
                },
                {
                  "actual": "other",
                  "id": "example-3-2",
                  "text": "other sample document number 2 for this supplied dataset."
                }
              ],
              "items": {
                "additionalProperties": false,
                "properties": {
                  "actual": {
                    "enum": [
                      "bug",
                      "request",
                      "question",
                      "other"
                    ],
                    "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",
            "query_texts"
          ],
          "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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