Release change
Release change - Train local text baseline and classify: Train local text baseline and classify for Release change. 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.
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-release-change-local-classifier
| Category | Market data |
|---|---|
| Provider host | market.datapackvibe.com |
| Networks | eip155:8453 |
| Payment schemes | exact |
| Self-reported calls, 30 days | 1 from 1 payers (the provider's figure, not ours) |
Our checks, last 30 days
| Day | Result | HTTP | Asked | Time |
|---|---|---|---|---|
| 2026-10-04 | valid payment request | 402 | $0.01 | 371 ms |
Example input (from the provider)
{
"body": {
"query_texts": [
"feature sample"
],
"records": [
{
"actual": "feature",
"id": "example-0-0",
"text": "feature sample document number 0 for this supplied dataset."
},
{
"actual": "feature",
"id": "example-0-1",
"text": "feature sample document number 1 for this supplied dataset."
},
{
"actual": "feature",
"id": "example-0-2",
"text": "feature sample document number 2 for this supplied dataset."
},
{
"actual": "fix",
"id": "example-1-0",
"text": "fix sample document number 0 for this supplied dataset."
},
{
"actual": "fix",
"id": "example-1-1",
"text": "fix sample document number 1 for this supplied dataset."
},
{
"actual": "fix",
"id": "example-1-2",
"text": "fix sample document number 2 for this supplied dataset."
},
{
"actual": "documentation",
"id": "example-2-0",
"text": "documentation sample document number 0 for this supplied dataset."
},
{
"actual": "documentation",
"id": "example-2-1",
"text": "documentation sample document number 1 for this supplied dataset."
},
{
"actual": "documentation",
"id": "example-2-2",
"text": "documentation sample document number 2 for this supplied dataset."
},
{
"actual": "maintenance",
"id": "example-3-0",
"text": "maintenance sample document number 0 for this supplied dataset."
},
{
"actual": "maintenance",
"id": "example-3-1",
"text": "maintenance sample document number 1 for this supplied dataset."
},
{
"actual": "maintenance",
"id": "example-3-2",
"text": "maintenance sample document number 2 for this supplied dataset."
}
]
},
"bodyType": "json",
"method": "POST",
"type": "http"
}
Promised output schema (from the provider)
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"additionalProperties": false,
"properties": {
"query_texts": {
"default": [
"feature sample"
],
"items": {
"default": "",
"maxLength": 1000,
"type": "string"
},
"maxItems": 20,
"minItems": 1,
"type": "array"
},
"records": {
"default": [
{
"actual": "feature",
"id": "example-0-0",
"text": "feature sample document number 0 for this supplied dataset."
},
{
"actual": "feature",
"id": "example-0-1",
"text": "feature sample document number 1 for this supplied dataset."
},
{
"actual": "feature",
"id": "example-0-2",
"text": "feature sample document number 2 for this supplied dataset."
},
{
"actual": "fix",
"id": "example-1-0",
"text": "fix sample document number 0 for this supplied dataset."
},
{
"actual": "fix",
"id": "example-1-1",
"text": "fix sample document number 1 for this supplied dataset."
},
{
"actual": "fix",
"id": "example-1-2",
"text": "fix sample document number 2 for this supplied dataset."
},
{
"actual": "documentation",
"id": "example-2-0",
"text": "documentation sample document number 0 for this supplied dataset."
},
{
"actual": "documentation",
"id": "example-2-1",
"text": "documentation sample document number 1 for this supplied dataset."
},
{
"actual": "documentation",
"id": "example-2-2",
"text": "documentation sample document number 2 for this supplied dataset."
},
{
"actual": "maintenance",
"id": "example-3-0",
"text": "maintenance sample document number 0 for this supplied dataset."
},
{
"actual": "maintenance",
"id": "example-3-1",
"text": "maintenance sample document number 1 for this supplied dataset."
},
{
"actual": "maintenance",
"id": "example-3-2",
"text": "maintenance sample document number 2 for this supplied dataset."
}
],
"items": {
"additionalProperties": false,
"properties": {
"actual": {
"enum": [
"feature",
"fix",
"documentation",
"maintenance"
],
"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"
}