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Assistant Sector Ml Lead Stage Confusion

by Lead stage - Confusion matrix in Company & people data

x402 APIPassing, checked 1 h ago

Lead stage - Confusion matrix: Confusion matrix for Lead stage. 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 confusion matrix deliverable.

POST https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-confusion

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Uptime
66.7%
Response time
80 ms typical, 1.9 s slowest 5%
Last check
1 h ago
Next check
any minute now

How to call it

# See the payment challenge (nothing is charged)
curl -i -X POST "https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-confusion" \
  -H "content-type: application/json" \
  -d '{"records":[{"actual":"enquiry","id":"example-0-0","predicted":"enquiry","text":"enquiry sample document number 0 for this supplied dataset."},{"actual":"enquiry","id":"example-0-1","predicted":"enquiry","text":"enquiry sample document number 1 for this supplied dataset."},{"actual":"enquiry","id":"example-0-2","predicted":"enquiry","text":"enquiry sample document number 2 for this supplied dataset."},{"actual":"qualified","id":"example-1-0","predicted":"qualified","text":"qualified sample document number 0 for this supplied dataset."},{"actual":"qualified","id":"example-1-1","predicted":"qualified","text":"qualified sample document number 1 for this supplied dataset."},{"actual":"qualified","id":"example-1-2","predicted":"qualified","text":"qualified sample document number 2 for this supplied dataset."},{"actual":"negotiation","id":"example-2-0","predicted":"negotiation","text":"negotiation sample document number 0 for this supplied dataset."},{"actual":"negotiation","id":"example-2-1","predicted":"negotiation","text":"negotiation sample document number 1 for this supplied dataset."},{"actual":"negotiation","id":"example-2-2","predicted":"negotiation","text":"negotiation sample document number 2 for this supplied dataset."},{"actual":"closed","id":"example-3-0","predicted":"closed","text":"closed sample document number 0 for this supplied dataset."},{"actual":"closed","id":"example-3-1","predicted":"closed","text":"closed sample document number 1 for this supplied dataset."},{"actual":"closed","id":"example-3-2","predicted":"closed","text":"closed sample document number 2 for this supplied dataset."}]}'
import { wrapFetchWithPayment } from "@x402/fetch";
import { x402Client } from "@x402/core/client";
import { ExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

const client = new x402Client().register(
  "eip155:8453",
  new ExactEvmScheme(privateKeyToAccount(process.env.AGENT_KEY)),
);
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? Preflight it first for $0.005:
// GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fmarket.datapackvibe.com%2Fx402%2Fassistant-sector-ml-lead-stage-confusion
const res = await pay("https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-confusion", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({"records":[{"actual":"enquiry","id":"example-0-0","predicted":"enquiry","text":"enquiry sample document number 0 for this supplied dataset."},{"actual":"enquiry","id":"example-0-1","predicted":"enquiry","text":"enquiry sample document number 1 for this supplied dataset."},{"actual":"enquiry","id":"example-0-2","predicted":"enquiry","text":"enquiry sample document number 2 for this supplied dataset."},{"actual":"qualified","id":"example-1-0","predicted":"qualified","text":"qualified sample document number 0 for this supplied dataset."},{"actual":"qualified","id":"example-1-1","predicted":"qualified","text":"qualified sample document number 1 for this supplied dataset."},{"actual":"qualified","id":"example-1-2","predicted":"qualified","text":"qualified sample document number 2 for this supplied dataset."},{"actual":"negotiation","id":"example-2-0","predicted":"negotiation","text":"negotiation sample document number 0 for this supplied dataset."},{"actual":"negotiation","id":"example-2-1","predicted":"negotiation","text":"negotiation sample document number 1 for this supplied dataset."},{"actual":"negotiation","id":"example-2-2","predicted":"negotiation","text":"negotiation sample document number 2 for this supplied dataset."},{"actual":"closed","id":"example-3-0","predicted":"closed","text":"closed sample document number 0 for this supplied dataset."},{"actual":"closed","id":"example-3-1","predicted":"closed","text":"closed sample document number 1 for this supplied dataset."},{"actual":"closed","id":"example-3-2","predicted":"closed","text":"closed sample document number 2 for this supplied dataset."}]}),
});
console.log(await res.json());

Example input

{
  "records": [
    {
      "actual": "enquiry",
      "id": "example-0-0",
      "predicted": "enquiry",
      "text": "enquiry sample document number 0 for this supplied dataset."
    },
    {
      "actual": "enquiry",
      "id": "example-0-1",
      "predicted": "enquiry",
      "text": "enquiry sample document number 1 for this supplied dataset."
    },
    {
      "actual": "enquiry",
      "id": "example-0-2",
      "predicted": "enquiry",
      "text": "enquiry sample document number 2 for this supplied dataset."
    },
    {
      "actual": "qualified",
      "id": "example-1-0",
      "predicted": "qualified",
      "text": "qualified sample document number 0 for this supplied dataset."
    },
    {
      "actual": "qualified",
      "id": "example-1-1",
      "predicted": "qualified",
      "text": "qualified sample document number 1 for this supplied dataset."
    },
    {
      "actual": "qualified",
      "id": "example-1-2",
      "predicted": "qualified",
      "text": "qualified sample document number 2 for this supplied dataset."
    },
    {
      "actual": "negotiation",
      "id": "example-2-0",
      "predicted": "negotiation",
      "text": "negotiation sample document number 0 for this supplied dataset."
    },
    {
      "actual": "negotiation",
      "id": "example-2-1",
      "predicted": "negotiation",
      "text": "negotiation sample document number 1 for this supplied dataset."
    },
    {
      "actual": "negotiation",
      "id": "example-2-2",
      "predicted": "negotiation",
      "text": "negotiation sample document number 2 for this supplied dataset."
    },
    {
      "actual": "closed",
      "id": "example-3-0",
      "predicted": "closed",
      "text": "closed sample document number 0 for this supplied dataset."
    },
    {
      "actual": "closed",
      "id": "example-3-1",
      "predicted": "closed",
      "text": "closed sample document number 1 for this supplied dataset."
    },
    {
      "actual": "closed",
      "id": "example-3-2",
      "predicted": "closed",
      "text": "closed sample document number 2 for this supplied dataset."
    }
  ]
}

Example output

{
  "files": [],
  "order_id": "ord_example",
  "result": {
    "completed": true,
    "workflow": "sector-ml-lead-stage-confusion"
  },
  "sku": "assistant-sector-ml-lead-stage-confusion",
  "status": "delivered"
}

Security scan

  • No findings. We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.

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