{"uid":"cap_W6EERhD1Gl71rZLSfuonG","slug":"ticket-priority-supplied-group-evaluation-241a222d","name":"Ticket Priority Supplied-Group Evaluation","description":"Ticket priority - Supplied-group evaluation: Supplied-group evaluation 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 supplied-group evaluation deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-ticket-priority-group-evaluation?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"records":{"type":"array","items":{"type":"object","required":["id","text","actual","predicted","group"],"properties":{"id":{"type":"string","default":"","maxLength":80,"minLength":1},"text":{"type":"string","default":"","maxLength":1000},"group":{"type":"string","default":"","maxLength":80},"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.","group":"a","actual":"low","predicted":"low"},{"id":"example-0-1","text":"low sample document number 1 for this supplied dataset.","group":"b","actual":"low","predicted":"low"},{"id":"example-0-2","text":"low sample document number 2 for this supplied dataset.","group":"a","actual":"low","predicted":"low"},{"id":"example-1-0","text":"normal sample document number 0 for this supplied dataset.","group":"a","actual":"normal","predicted":"normal"},{"id":"example-1-1","text":"normal sample document number 1 for this supplied dataset.","group":"b","actual":"normal","predicted":"normal"},{"id":"example-1-2","text":"normal sample document number 2 for this supplied dataset.","group":"a","actual":"normal","predicted":"normal"},{"id":"example-2-0","text":"high sample document number 0 for this supplied dataset.","group":"a","actual":"high","predicted":"high"},{"id":"example-2-1","text":"high sample document number 1 for this supplied dataset.","group":"b","actual":"high","predicted":"high"},{"id":"example-2-2","text":"high sample document number 2 for this supplied dataset.","group":"a","actual":"high","predicted":"high"}],"maxItems":200,"minItems":2}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_J9Isj3zbm2aq11K98NShT","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Evaluates classifier predictions for ticket priority (low/normal/high) across supplied labelled text records, broken down by group, using local naive-Bayes baselines and dataset tools.","exampleAgentPrompt":"Evaluate my ticket priority classifier across two groups — 'billing' and 'technical' — using these 20 labelled records where each has an actual priority (low, normal, or high) and my model's predicted priority, and give me a group-level breakdown of how well my predictions match.","exampleUseCases":[{"title":"Support team classifier audit","prompt":"I have 150 support tickets with actual and predicted priority labels (low, normal, high), split across three teams — 'enterprise', 'smb', and 'self-serve'. Can you run a group evaluation so I can see which team my ticket priority model performs worst on?"},{"title":"Naive-Bayes baseline comparison","prompt":"I want to benchmark my ticket triage model against a naive-Bayes baseline. Here are 80 labelled ticket texts with their actual and predicted priority levels, grouped by product line — can you evaluate them and show me how each group compares?"},{"title":"Model fairness check across regions","prompt":"Before I deploy my ticket priority classifier, I need to check if it performs equally across regions. I have 200 records tagged with actual and predicted priorities (low, normal, high) and a group field for each region — can you run the group evaluation and flag any big accuracy gaps?"}],"resultDescription":"Returns group-level evaluation metrics for a ticket priority classifier, including per-group accuracy, comparison against a naive-Bayes baseline, and breakdown of prediction correctness (low/normal/high) for each supplied group. Up to 200 labelled records supported per call.","failureModes":["Fewer than 2 records supplied — minimum input violation","More than 200 records submitted — exceeds maximum item limit","Missing required fields (id, text, actual, predicted, group) on any record — schema validation error","Invalid priority label values (not one of low, normal, high) — enum violation","Record text exceeds 1000 characters — field length violation","Group or ID fields exceed 80 characters — field length violation"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, per-group evaluation of a ticket priority (low/normal/high) classifier on a small supplied dataset (up to 200 records) without needing a hosted model or foundation-model training. It is ideal when you want group-stratified performance metrics and a naive-Bayes baseline comparison for a local dataset, at minimal cost ($0.01 USDC per call). Prefer alternatives if you need full model training, predictions on unseen data, or evaluation on more than 200 records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:03.216Z","isFirstParty":false,"canonicalSlug":"ticket-priority-supplied-group-evaluation-241a222d"}