# Ticket Priority Local Text Classifier

> Ticket Priority Local Text Classifier is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).

Trains a local naive-Bayes text classifier on up to 200 labelled ticket records and classifies new query texts into low, normal, or high priority

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-ticket-priority-local-classifier?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-16
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/ticket-priority-local-text-classifier-7272b875
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_2j4aBgActDsE0SHLrR9vq

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability ticket-priority-local-text-classifier-7272b875 -d '<json body>'
```

Example prompt: I have 50 labelled support tickets — some marked low, some normal, some high priority — can you train a quick naive-Bayes text classifier on them and then tell me what priority these three new tickets should be?

## When to prefer this

Choose this endpoint when you need a fast, cheap, local naive-Bayes text classification baseline for ticket priority triage without requiring a hosted model or foundation model. Ideal for prototyping, evaluation, or lightweight automation on small datasets (up to 200 labelled records). Not suitable when you need deep learning, large-scale training, or a persistently hosted model.

## Known failure modes

- Fewer than 2 labelled records supplied — minimum input not met
- Records missing required fields (id, text, actual) — validation error
- Priority label not one of low/normal/high — schema rejection
- More than 200 records supplied — exceeds max input limit
- More than 20 query texts supplied — exceeds query limit
- Insufficient class diversity in training data — model may fail or perform poorly
- Text too long (over 1000 characters per record) — truncation or rejection

## How this service works

Ticket priority - Train local text baseline and classify: Train local text baseline and classify for Ticket priority. 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.

## Output

Returns classification predictions (low, normal, or high priority) for each query text based on the locally trained naive-Bayes model, along with evaluation metrics from the training on the supplied labelled records.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "records": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "id",
     "text",
     "actual"
    ],
    "properties": {
     "id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "text": {
      "type": "string",
      "default": "",
      "maxLength": 1000
     },
     "actual": {
      "enum": [
       "low",
       "normal",
       "high"
      ],
      "type": "string"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "id": "example-0-0",
     "text": "low sample document number 0 for this supplied dataset.",
     "actual": "low"
    },
    {
     "id": "example-0-1",
     "text": "low sample document number 1 for this supplied dataset.",
     "actual": "low"
    },
    {
     "id": "example-0-2",
     "text": "low sample document number 2 for this supplied dataset.",
     "actual": "low"
    },
    {
     "id": "example-1-0",
     "text": "normal sample document number 0 for this supplied dataset.",
     "actual": "normal"
    },
    {
     "id": "example-1-1",
     "text": "normal sample document number 1 for this supplied dataset.",
     "actual": "normal"
    },
    {
     "id": "example-1-2",
     "text": "normal sample document number 2 for this supplied dataset.",
     "actual": "normal"
    },
    {
     "id": "example-2-0",
     "text": "high sample document number 0 for this supplied dataset.",
     "actual": "high"
    },
    {
     "id": "example-2-1",
     "text": "high sample document number 1 for this supplied dataset.",
     "actual": "high"
    },
    {
     "id": "example-2-2",
     "text": "high sample document number 2 for this supplied dataset.",
     "actual": "high"
    }
   ],
   "maxItems": 200,
   "minItems": 2
  },
  "query_texts": {
   "type": "array",
   "items": {
    "type": "string",
    "default": "",
    "maxLength": 1000
   },
   "default": [
    "low sample"
   ],
   "maxItems": 20,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/ticket-priority-local-text-classifier-7272b875/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)