# Ticket Priority Macro Micro and Weighted Scores

> Ticket Priority Macro Micro and Weighted Scores is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Computes macro, micro, and weighted classification evaluation scores for a ticket priority (low/normal/high) classifier given up to 200 labelled text records with actual and predicted labels.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-ticket-priority-aggregate-scores?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/ticket-priority-macro-micro-and-weighted-scores-4b7b5864
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Jj38_7nc6E6yyNN-HyRnS

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-macro-micro-and-weighted-scores-4b7b5864 -d '<json body>'
```

Example prompt: Can you evaluate my ticket priority classifier? I have 50 labelled support tickets with their actual priorities (low, normal, or high) and what my model predicted — I want the macro, micro, and weighted scores back.

## When to prefer this

Choose this endpoint when you need fast, cheap ($0.01 USDC) aggregate macro/micro/weighted classification evaluation metrics for a three-class ticket priority model (low/normal/high) using your own labelled dataset of up to 200 records, without needing a hosted model or foundation model training environment.

## Known failure modes

- Fewer than 2 records supplied — minimum items validation error
- More than 200 records supplied — maximum items exceeded error
- Missing required fields (id, text, actual, predicted) on any record — schema validation error
- Invalid priority label value (not one of low/normal/high) — enum validation error
- Payment not included or insufficient — x402 payment required error

## How this service works

Ticket priority - Macro micro and weighted scores: Macro micro and weighted scores 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 macro micro and weighted scores deliverable.

## Output

Returns macro, micro, and weighted aggregate classification evaluation metrics (such as precision, recall, and F1) computed across the supplied actual vs. predicted priority label pairs for up to 200 text records labelled as low, normal, or high ticket priority.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/ticket-priority-macro-micro-and-weighted-scores-4b7b5864/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)