{"uid":"cap_tVE_FUnpfmvwMOypEVbrY","slug":"project-status-grouped-dataset-split-b8a25ade","name":"Project Status Grouped Dataset Split","description":"Project status - Grouped dataset split: Grouped dataset split 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 grouped dataset split deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-project-status-dataset-split?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}}},"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_31DNKdI6rWYKuAlGHMeNE","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":"Splits up to 200 labelled project-status text records into a grouped train/test dataset split, stratified by class, using a naive-Bayes baseline approach.","exampleAgentPrompt":"I have 120 labelled project status text records, each tagged as planned, active, blocked, or complete — can you split them into a grouped train/test dataset, stratified by those four status classes?","exampleUseCases":[{"title":"Preparing data for status classifier","prompt":"I've got 150 project update snippets each labelled as planned, active, blocked, or complete — split them into grouped train and test sets for me so I can benchmark a naive Bayes classifier."},{"title":"Evaluating class balance in a split","prompt":"Here are 80 labelled project status records across all four categories. Can you do a grouped dataset split so I can see how the classes distribute across train and test?"},{"title":"Bootstrapping a small ML pipeline","prompt":"I only have 40 labelled examples of project status text — some planned, some active, some blocked, some complete. Run a grouped dataset split on them so I have something to start training with locally."}],"resultDescription":"Returns a bounded grouped dataset split deliverable: the supplied labelled records partitioned into stratified groups (by planned/active/blocked/complete labels), suitable for training and evaluation of a local naive-Bayes text classifier. No hosted model is trained or returned.","failureModes":["Fewer than 2 records supplied — minimum input not met","More than 200 records supplied — maximum input exceeded","Missing required fields (id, text, or actual) on any record","Invalid label value outside the enum (planned/active/blocked/complete)","Insufficient records per class to form a meaningful split","Record text exceeds 1000 character limit","Payment not confirmed — x402 payment required before processing"],"whenToPreferThis":"Choose this endpoint when you need a quick, cheap ($0.01 USDC) stratified dataset split for small labelled project-status text datasets (up to 200 records) with four fixed label classes (planned/active/blocked/complete), and you want a local, no-cloud-training deliverable. Ideal for bootstrapping a naive-Bayes baseline or evaluating class balance before investing in heavier ML infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:16:44.830Z","isFirstParty":false,"canonicalSlug":"project-status-grouped-dataset-split-b8a25ade"}