{"uid":"cap_wNfS4R9BrylTVUIgBsF42","slug":"release-change-grouped-dataset-split-3d01c4c1","name":"Release Change Grouped Dataset Split","description":"Release change - Grouped dataset split: Grouped dataset split for Release change. 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-release-change-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":["feature","fix","documentation","maintenance"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"feature sample document number 0 for this supplied dataset.","actual":"feature"},{"id":"example-0-1","text":"feature sample document number 1 for this supplied dataset.","actual":"feature"},{"id":"example-0-2","text":"feature sample document number 2 for this supplied dataset.","actual":"feature"},{"id":"example-1-0","text":"fix sample document number 0 for this supplied dataset.","actual":"fix"},{"id":"example-1-1","text":"fix sample document number 1 for this supplied dataset.","actual":"fix"},{"id":"example-1-2","text":"fix sample document number 2 for this supplied dataset.","actual":"fix"},{"id":"example-2-0","text":"documentation sample document number 0 for this supplied dataset.","actual":"documentation"},{"id":"example-2-1","text":"documentation sample document number 1 for this supplied dataset.","actual":"documentation"},{"id":"example-2-2","text":"documentation sample document number 2 for this supplied dataset.","actual":"documentation"},{"id":"example-3-0","text":"maintenance sample document number 0 for this supplied dataset.","actual":"maintenance"},{"id":"example-3-1","text":"maintenance sample document number 1 for this supplied dataset.","actual":"maintenance"},{"id":"example-3-2","text":"maintenance sample document number 2 for 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up to 200 labelled release-change text records into grouped train/test partitions and returns local dataset evaluation statistics with a naive-Bayes baseline.","exampleAgentPrompt":"Split my 120 labelled release change records — mix of feature, fix, documentation, and maintenance entries — into a grouped train/test dataset and give me a naive-Bayes baseline evaluation on the split.","exampleUseCases":[{"title":"Changelog classifier dataset prep","prompt":"I have 80 labelled changelog entries tagged as feature, fix, documentation, or maintenance — can you split them into grouped train and test partitions and give me baseline accuracy stats?"},{"title":"Release note ML baseline benchmarking","prompt":"Run a grouped dataset split and naive-Bayes baseline on these 150 labelled release note records so I can see how well the labels separate before I invest in a bigger model."},{"title":"Quality check on new label batch","prompt":"I just finished labelling 60 new release change texts across feature, fix, documentation, and maintenance classes — split them into groups and evaluate the dataset quality with a baseline report."}],"resultDescription":"A grouped train/test dataset split of the supplied labelled release-change records, along with local dataset evaluation metrics and a naive-Bayes baseline accuracy report — no hosted model or foundation-model training involved.","failureModes":["Fewer than 2 records supplied returns a validation error","Records missing required fields (id, text, actual) are rejected","More than 200 records triggers a maxItems validation error","Invalid 'actual' label value (outside feature/fix/documentation/maintenance enum) causes schema rejection","Imbalanced classes with very few samples per label may produce unreliable baseline metrics"],"whenToPreferThis":"Choose this endpoint when you need a quick, cheap ($0.01 USDC) grouped train/test split with a naive-Bayes baseline specifically for release change text classification (feature, fix, documentation, maintenance labels) on a small local dataset (up to 200 records) without needing hosted model inference or foundation model training.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T15:55:15.734Z","isFirstParty":false,"canonicalSlug":"release-change-grouped-dataset-split-3d01c4c1"}