{"uid":"cap_nEZNTmtT63pGlX1hempLr","slug":"project-status-text-classifier-local-naive-bayes-6e4d37af","name":"Project Status Text Classifier (Local Naive-Bayes)","description":"Project status - Train local text baseline and classify: Train local text baseline and classify 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 train local text baseline and classify deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-project-status-local-classifier?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"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":["planned","active","blocked","complete"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"planned sample document number 0 for this supplied dataset.","actual":"planned"},{"id":"example-0-1","text":"planned sample document number 1 for this supplied dataset.","actual":"planned"},{"id":"example-0-2","text":"planned sample document number 2 for this supplied dataset.","actual":"planned"},{"id":"example-1-0","text":"active sample document number 0 for this supplied dataset.","actual":"active"},{"id":"example-1-1","text":"active sample document number 1 for this supplied dataset.","actual":"active"},{"id":"example-1-2","text":"active sample document number 2 for this supplied dataset.","actual":"active"},{"id":"example-2-0","text":"blocked sample document number 0 for this supplied dataset.","actual":"blocked"},{"id":"example-2-1","text":"blocked sample document number 1 for this supplied dataset.","actual":"blocked"},{"id":"example-2-2","text":"blocked sample document number 2 for this supplied dataset.","actual":"blocked"},{"id":"example-3-0","text":"complete sample document number 0 for this supplied dataset.","actual":"complete"},{"id":"example-3-1","text":"complete sample document number 1 for this supplied dataset.","actual":"complete"},{"id":"example-3-2","text":"complete sample document number 2 for this supplied dataset.","actual":"complete"}],"maxItems":200,"minItems":2},"query_texts":{"type":"array","items":{"type":"string","default":"","maxLength":1000},"default":["planned sample"],"maxItems":20,"minItems":1}}},"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_V2MHN8rQkMaeae-Vu9IMd","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":"Trains a local naive-Bayes text classifier on up to 200 labelled project-status records and classifies new query texts into planned, active, blocked, or complete categories.","exampleAgentPrompt":"Train a naive-Bayes text classifier on these 12 project update records I've labelled as planned, active, blocked, or complete, then classify this new text: 'Team is waiting on infrastructure approval before proceeding.'","exampleUseCases":[{"title":"Auto-triage incoming project tickets","prompt":"I have 150 project ticket descriptions I've manually labelled as planned, active, blocked, or complete — can you train a local text classifier on them and then predict the status of these 10 new ticket descriptions that came in today?"},{"title":"Audit project portfolio status from notes","prompt":"We have a spreadsheet of 80 project summary blurbs with known status labels. Use those to build a quick classifier and tell me which of these 5 new project summaries are likely blocked vs active."},{"title":"Validate project status tagging consistency","prompt":"I want to check if our existing project-status labels are consistent — here are 60 labelled examples, train a model and use it to re-score those same records so I can see which ones the classifier disagrees with."}],"resultDescription":"Returns predicted project status classifications (planned, active, blocked, or complete) for each query text, along with evaluation metrics from the locally trained naive-Bayes model based on the supplied labelled records.","failureModes":["Fewer than 2 records supplied — minimum input not met","Records missing required fields (id, text, actual) — schema validation error","query_texts array is empty or exceeds 20 items — out-of-range error","Insufficient class representation in training data for reliable naive-Bayes estimation","Text length exceeds 1000 characters per record — truncation or rejection","More than 200 records supplied — maxItems exceeded"],"whenToPreferThis":"Choose this endpoint when you have a small labelled dataset (2–200 records) of project status text and need a quick, interpretable local classification without sending data to a hosted or foundation model. Ideal for lightweight, privacy-conscious classification tasks on project lifecycle stages using only the four fixed categories: planned, active, blocked, complete.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:55.153Z","isFirstParty":false,"canonicalSlug":"project-status-text-classifier-local-naive-bayes-6e4d37af"}