{"uid":"cap_UtCB5Z8PZl9HVJToxDAwB","slug":"support-intent-grouped-dataset-split-f4904aa0","name":"Support Intent Grouped Dataset Split","description":"Support intent - Grouped dataset split: Grouped dataset split for Support intent. 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-support-intent-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":["billing","technical","account","other"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"billing sample document number 0 for this supplied dataset.","actual":"billing"},{"id":"example-0-1","text":"billing sample document number 1 for this supplied dataset.","actual":"billing"},{"id":"example-0-2","text":"billing sample document number 2 for this supplied dataset.","actual":"billing"},{"id":"example-1-0","text":"technical sample document number 0 for this supplied dataset.","actual":"technical"},{"id":"example-1-1","text":"technical sample document number 1 for this supplied dataset.","actual":"technical"},{"id":"example-1-2","text":"technical sample document number 2 for this supplied dataset.","actual":"technical"},{"id":"example-2-0","text":"account sample document number 0 for this supplied dataset.","actual":"account"},{"id":"example-2-1","text":"account sample document number 1 for this supplied dataset.","actual":"account"},{"id":"example-2-2","text":"account sample document number 2 for this supplied dataset.","actual":"account"},{"id":"example-3-0","text":"other sample document number 0 for this supplied dataset.","actual":"other"},{"id":"example-3-1","text":"other sample document number 1 for this supplied dataset.","actual":"other"},{"id":"example-3-2","text":"other sample document number 2 for this supplied dataset.","actual":"other"}],"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_NASTyXuM1Dp7TuXE6xIrM","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 a labelled support-intent dataset (billing/technical/account/other) into grouped train/test partitions and returns dataset split deliverables with naive-Bayes baseline evaluation metrics.","exampleAgentPrompt":"Split my 120 labelled support records — billing, technical, account, and other — into grouped train and test sets and give me a naive-Bayes baseline evaluation using this dataset.","exampleUseCases":[{"title":"Baseline evaluation for support chatbot","prompt":"I have 80 labelled customer support messages tagged as billing, technical, account, or other — can you do a grouped dataset split and run a naive-Bayes baseline so I can see how well these categories separate?"},{"title":"Train/test split for intent classifier","prompt":"Take these 150 labelled support intent records and split them into grouped train and test partitions — I need the split deliverable before I start building my classifier."},{"title":"Audit support label quality with split","prompt":"I've got 60 support tickets manually labelled across billing, technical, account, and other — run a grouped dataset split on them so I can check whether the label distribution looks reasonable across splits."}],"resultDescription":"Returns a bounded grouped dataset split deliverable containing partitioned train and test subsets of the supplied labelled records, stratified by support intent category (billing, technical, account, other), along with naive-Bayes baseline evaluation metrics computed locally on the split.","failureModes":["Fewer than 2 records supplied — minimum record count not met","More than 200 records supplied — maxItems limit exceeded","Record missing required fields (id, text, actual) — schema validation error","Invalid 'actual' enum value not in [billing, technical, account, other] — rejected record","Insufficient records per category to form meaningful grouped split — may return degenerate split","Payment failure via x402 — endpoint returns 402 and no deliverable is produced"],"whenToPreferThis":"Choose this endpoint when you have up to 200 pre-labelled support intent text records (billing, technical, account, other) and need a grouped train/test split with a local naive-Bayes baseline — no hosted model or foundation-model API required, no external ML infrastructure, and the $0.01 per-call cost makes it ideal for quick, lightweight dataset evaluation and split preparation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T00:47:12.012Z","isFirstParty":false,"canonicalSlug":"support-intent-grouped-dataset-split-f4904aa0"}