Knowledge topic
Knowledge topic - Train local text baseline and classify: Train local text baseline and classify for Knowledge topic. 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
396 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-knowledge-topic-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 | $0.01 | 396 ms |
Example input (from the provider)
{
"body": {
"query_texts": [
"setup sample"
],
"records": [
{
"actual": "setup",
"id": "example-0-0",
"text": "setup sample document number 0 for this supplied dataset."
},
{
"actual": "setup",
"id": "example-0-1",
"text": "setup sample document number 1 for this supplied dataset."
},
{
"actual": "setup",
"id": "example-0-2",
"text": "setup sample document number 2 for this supplied dataset."
},
{
"actual": "usage",
"id": "example-1-0",
"text": "usage sample document number 0 for this supplied dataset."
},
{
"actual": "usage",
"id": "example-1-1",
"text": "usage sample document number 1 for this supplied dataset."
},
{
"actual": "usage",
"id": "example-1-2",
"text": "usage sample document number 2 for this supplied dataset."
},
{
"actual": "troubleshooting",
"id": "example-2-0",
"text": "troubleshooting sample document number 0 for this supplied dataset."
},
{
"actual": "troubleshooting",
"id": "example-2-1",
"text": "troubleshooting sample document number 1 for this supplied dataset."
},
{
"actual": "troubleshooting",
"id": "example-2-2",
"text": "troubleshooting sample document number 2 for this supplied dataset."
},
{
"actual": "reference",
"id": "example-3-0",
"text": "reference sample document number 0 for this supplied dataset."
},
{
"actual": "reference",
"id": "example-3-1",
"text": "reference sample document number 1 for this supplied dataset."
},
{
"actual": "reference",
"id": "example-3-2",
"text": "reference sample document number 2 for this supplied dataset."
}
]
},
"bodyType": "json",
"method": "POST",
"type": "http"
}
Promised output schema (from the provider)
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"additionalProperties": false,
"properties": {
"query_texts": {
"default": [
"setup sample"
],
"items": {
"default": "",
"maxLength": 1000,
"type": "string"
},
"maxItems": 20,
"minItems": 1,
"type": "array"
},
"records": {
"default": [
{
"actual": "setup",
"id": "example-0-0",
"text": "setup sample document number 0 for this supplied dataset."
},
{
"actual": "setup",
"id": "example-0-1",
"text": "setup sample document number 1 for this supplied dataset."
},
{
"actual": "setup",
"id": "example-0-2",
"text": "setup sample document number 2 for this supplied dataset."
},
{
"actual": "usage",
"id": "example-1-0",
"text": "usage sample document number 0 for this supplied dataset."
},
{
"actual": "usage",
"id": "example-1-1",
"text": "usage sample document number 1 for this supplied dataset."
},
{
"actual": "usage",
"id": "example-1-2",
"text": "usage sample document number 2 for this supplied dataset."
},
{
"actual": "troubleshooting",
"id": "example-2-0",
"text": "troubleshooting sample document number 0 for this supplied dataset."
},
{
"actual": "troubleshooting",
"id": "example-2-1",
"text": "troubleshooting sample document number 1 for this supplied dataset."
},
{
"actual": "troubleshooting",
"id": "example-2-2",
"text": "troubleshooting sample document number 2 for this supplied dataset."
},
{
"actual": "reference",
"id": "example-3-0",
"text": "reference sample document number 0 for this supplied dataset."
},
{
"actual": "reference",
"id": "example-3-1",
"text": "reference sample document number 1 for this supplied dataset."
},
{
"actual": "reference",
"id": "example-3-2",
"text": "reference sample document number 2 for this supplied dataset."
}
],
"items": {
"additionalProperties": false,
"properties": {
"actual": {
"enum": [
"setup",
"usage",
"troubleshooting",
"reference"
],
"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"
}