{"uid":"cap_CtLw5VDPA-ZGfRuEl177t","slug":"project-status-supplied-group-evaluation-fe3b2a28","name":"Project Status Supplied-Group Evaluation","description":"Project status - Supplied-group evaluation: Supplied-group evaluation for Project status. 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-project-status-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":["planned","active","blocked","complete"],"type":"string"},"predicted":{"enum":["planned","active","blocked","complete"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"planned sample document number 0 for this supplied dataset.","group":"a","actual":"planned","predicted":"planned"},{"id":"example-0-1","text":"planned sample document number 1 for this supplied dataset.","group":"b","actual":"planned","predicted":"planned"},{"id":"example-0-2","text":"planned sample document number 2 for this supplied dataset.","group":"a","actual":"planned","predicted":"planned"},{"id":"example-1-0","text":"active sample document number 0 for this supplied dataset.","group":"a","actual":"active","predicted":"active"},{"id":"example-1-1","text":"active sample document number 1 for this supplied dataset.","group":"b","actual":"active","predicted":"active"},{"id":"example-1-2","text":"active sample document number 2 for this supplied dataset.","group":"a","actual":"active","predicted":"active"},{"id":"example-2-0","text":"blocked sample document number 0 for this supplied dataset.","group":"a","actual":"blocked","predicted":"blocked"},{"id":"example-2-1","text":"blocked sample document number 1 for this supplied dataset.","group":"b","actual":"blocked","predicted":"blocked"},{"id":"example-2-2","text":"blocked sample document number 2 for this supplied dataset.","group":"a","actual":"blocked","predicted":"blocked"},{"id":"example-3-0","text":"complete sample document number 0 for this supplied dataset.","group":"a","actual":"complete","predicted":"complete"},{"id":"example-3-1","text":"complete sample document number 1 for this supplied dataset.","group":"b","actual":"complete","predicted":"complete"},{"id":"example-3-2","text":"complete sample document number 2 for this supplied dataset.","group":"a","actual":"complete","predicted":"complete"}],"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_aMcvCYzmOfX8BNs6yVPqB","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 a supplied set of labeled project-status text records by group, computing classification metrics (accuracy, confusion matrix, etc.) using local naive-Bayes baselines — no hosted model required.","exampleAgentPrompt":"Evaluate my project status classifier across groups — I have up to 200 labeled records, each with an id, text snippet, actual status (planned/active/blocked/complete), predicted status, and a group label. Can you run the supplied-group evaluation and give me per-group metrics including accuracy and a naive-Bayes baseline comparison?","exampleUseCases":[{"title":"Auditing classifier fairness across teams","prompt":"I want to check whether my project status classifier performs equally well across different team groups. I have 150 labeled records with actual statuses (planned, active, blocked, or complete) and my model's predictions — each record belongs to either group 'alpha' or 'beta'. Can you run the group evaluation so I see accuracy and baseline scores broken down by group?"},{"title":"Benchmarking predictions before model deployment","prompt":"Before we ship our project status prediction model, can you evaluate it against a naive-Bayes baseline? I'll supply around 180 labeled text records, each tagged with actual and predicted statuses from the set planned/active/blocked/complete, and split across groups 'q1', 'q2', and 'q3'. I need the per-group performance breakdown."},{"title":"Debugging blocked-status misclassification by region","prompt":"My classifier seems to confuse 'blocked' and 'active' project statuses for one of my regional groups. I have 120 records with ids, text descriptions, actual labels, predicted labels, and group tags for 'north' and 'south'. Can you run the supplied-group evaluation so I can see the confusion matrix and accuracy per group?"}],"resultDescription":"Returns a group-level evaluation report including per-group classification accuracy, confusion matrices, and naive-Bayes baseline scores for the submitted labeled project-status text records (up to 200 records, classified across planned/active/blocked/complete labels).","failureModes":["More than 200 records submitted — request rejected or truncated","Records missing required fields (id, text, actual, predicted, group) — validation error","Invalid label values outside the enum (planned/active/blocked/complete) — schema validation failure","Empty records array — no metrics returned","Text field exceeding 1000 characters per record — truncation or rejection","Payment not received or insufficient USDC — 402 response, no evaluation performed"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local evaluation of a project-status text classifier broken down by user-defined groups, without needing a hosted model or foundation-model training infrastructure. It is ideal for small datasets (up to 200 records), quick benchmarking against a naive-Bayes baseline, and auditing classifier fairness across team or regional segments using the four project status labels (planned/active/blocked/complete).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:55.967Z","isFirstParty":false,"canonicalSlug":"project-status-supplied-group-evaluation-fe3b2a28"}