{"uid":"cap_T4fdzjcBRw83ryNxLFWbH","slug":"subscription-request-grouped-dataset-split-4138fd19","name":"Subscription Request Grouped Dataset Split","description":"Subscription request - Grouped dataset split: Grouped dataset split for Subscription request. 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-subscription-request-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":["upgrade","downgrade","cancel","renew"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"upgrade sample document number 0 for this supplied dataset.","actual":"upgrade"},{"id":"example-0-1","text":"upgrade sample document number 1 for this supplied dataset.","actual":"upgrade"},{"id":"example-0-2","text":"upgrade sample document number 2 for this supplied dataset.","actual":"upgrade"},{"id":"example-1-0","text":"downgrade sample document number 0 for this supplied dataset.","actual":"downgrade"},{"id":"example-1-1","text":"downgrade sample document number 1 for this supplied dataset.","actual":"downgrade"},{"id":"example-1-2","text":"downgrade sample document number 2 for this supplied dataset.","actual":"downgrade"},{"id":"example-2-0","text":"cancel sample document number 0 for this supplied dataset.","actual":"cancel"},{"id":"example-2-1","text":"cancel sample document number 1 for this supplied dataset.","actual":"cancel"},{"id":"example-2-2","text":"cancel sample document number 2 for this supplied dataset.","actual":"cancel"},{"id":"example-3-0","text":"renew sample document number 0 for this supplied dataset.","actual":"renew"},{"id":"example-3-1","text":"renew sample document number 1 for this supplied dataset.","actual":"renew"},{"id":"example-3-2","text":"renew sample document number 2 for this supplied dataset.","actual":"renew"}],"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__qwPORo_XSGHS572c1xy_","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 subscription-intent text records into grouped train/test partitions with naive-Bayes baseline evaluation","exampleAgentPrompt":"Can you split my 120 labelled subscription request records — tagged as upgrade, downgrade, cancel, or renew — into grouped train and test partitions and run a naive-Bayes baseline evaluation on them?","exampleUseCases":[{"title":"Baseline model for churn signals","prompt":"I have 180 customer support messages labelled as cancel or renew — can you split them into grouped train and test sets and give me a naive-Bayes baseline score so I know if the labels are learnable?"},{"title":"Upgrade vs downgrade intent split","prompt":"Take these 90 labelled subscription texts marked as either upgrade or downgrade and partition them into grouped dataset splits with a baseline evaluation — I want to see how well a simple classifier does before I invest in a bigger model."},{"title":"Multi-class subscription intent benchmark","prompt":"I've got 150 records covering all four subscription intents — upgrade, downgrade, cancel, and renew — please run a grouped dataset split and naive-Bayes baseline on them so I can sanity-check my labelling quality."}],"resultDescription":"A bounded grouped dataset split deliverable containing train and test partitions of the supplied labelled text records, along with naive-Bayes baseline classification results and evaluation metrics (e.g. accuracy, class distribution) computed locally — no hosted model or foundation-model training is involved.","failureModes":["Fewer than 2 records supplied — minimum minItems constraint violated","More than 200 records supplied — maxItems constraint exceeded","Invalid or missing 'actual' label — must be one of: upgrade, downgrade, cancel, renew","Record text exceeds 1000 character limit","Record ID missing or exceeds 80 character limit","Payment of 0.01 USDC not received — x402 payment required before processing","Insufficient class diversity in records — split may not be meaningful with only one class present"],"whenToPreferThis":"Choose this endpoint when you have up to 200 labelled subscription intent text records (upgrade, downgrade, cancel, renew) and need a quick grouped train/test split with a naive-Bayes baseline evaluation — without standing up any hosted infrastructure or using a foundation model. Ideal for sanity-checking label quality, benchmarking dataset learnability, or preparing a small dataset for further ML work at minimal cost ($0.01 USDC per call).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T00:56:23.456Z","isFirstParty":false,"canonicalSlug":"subscription-request-grouped-dataset-split-4138fd19"}