{"uid":"cap_dmmicXtCA-tAv8JCEMCP3","slug":"project-status-confusion-matrix-d2651d37","name":"Project Status Confusion Matrix","description":"Project status - Confusion matrix: Confusion matrix 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 confusion matrix deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-project-status-confusion?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"records":{"type":"array","items":{"type":"object","required":["id","text","actual","predicted"],"properties":{"id":{"type":"string","default":"","maxLength":80,"minLength":1},"text":{"type":"string","default":"","maxLength":1000},"actual":{"enum":["planned","active","blocked","complete"],"type":"string"},"predicted":{"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","predicted":"planned"},{"id":"example-0-1","text":"planned sample document number 1 for this supplied dataset.","actual":"planned","predicted":"planned"},{"id":"example-0-2","text":"planned sample document number 2 for this supplied dataset.","actual":"planned","predicted":"planned"},{"id":"example-1-0","text":"active sample document number 0 for this supplied dataset.","actual":"active","predicted":"active"},{"id":"example-1-1","text":"active sample document number 1 for this supplied dataset.","actual":"active","predicted":"active"},{"id":"example-1-2","text":"active sample document number 2 for this supplied dataset.","actual":"active","predicted":"active"},{"id":"example-2-0","text":"blocked sample document number 0 for this supplied dataset.","actual":"blocked","predicted":"blocked"},{"id":"example-2-1","text":"blocked sample document number 1 for this supplied dataset.","actual":"blocked","predicted":"blocked"},{"id":"example-2-2","text":"blocked sample document number 2 for this supplied dataset.","actual":"blocked","predicted":"blocked"},{"id":"example-3-0","text":"complete sample document number 0 for this supplied dataset.","actual":"complete","predicted":"complete"},{"id":"example-3-1","text":"complete sample document number 1 for this supplied dataset.","actual":"complete","predicted":"complete"},{"id":"example-3-2","text":"complete sample document number 2 for this supplied dataset.","actual":"complete","predicted":"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_nw0dmmu2LEEdtjkje2564","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":"Computes a confusion matrix for a multi-class project-status classifier (planned/active/blocked/complete) given up to 200 labelled and predicted text records.","exampleAgentPrompt":"I have 150 labelled project records — each with actual status (planned, active, blocked, or complete) and a predicted status from my classifier — can you generate a confusion matrix so I can see where the model is making mistakes?","exampleUseCases":[{"title":"Classifier accuracy audit for PM tool","prompt":"I just ran my project-status NLP model over 120 tickets and have both the actual and predicted labels for each. Can you build a confusion matrix so I can see how often it confuses 'blocked' with 'active'?"},{"title":"Sprint planning model evaluation","prompt":"We trained a text classifier to predict whether a backlog item is planned, active, blocked, or complete. Here are 80 sample records with ground-truth and model predictions — give me the confusion matrix so the team can review precision and recall before we ship."},{"title":"Comparing two model versions","prompt":"I have 200 records with actual project statuses and predictions from our new classifier. Run the confusion matrix on them so I can compare where version 2 differs from version 1 in misclassifying 'complete' items."}],"resultDescription":"Returns a bounded confusion matrix deliverable showing counts of correct and incorrect classifications across the four project status categories (planned, active, blocked, complete), enabling per-class accuracy, false-positive, and false-negative analysis for up to 200 submitted records.","failureModes":["More than 200 records submitted — only up to 200 are accepted","Records missing required fields (id, text, actual, predicted) cause validation errors","Invalid enum values for actual or predicted fields (outside planned/active/blocked/complete) are rejected","Empty records array returns a degenerate or error response","Record id exceeds 80 characters or text exceeds 1000 characters triggers schema violation"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap ($0.01 USDC) confusion matrix evaluation for a four-class project-status text classifier without needing hosted model inference or foundation-model training. It is ideal for local dataset evaluation, quick model diagnostics, and small-scale NLP benchmarking specifically within the planned/active/blocked/complete taxonomy.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T00:54:02.647Z","isFirstParty":false,"canonicalSlug":"project-status-confusion-matrix-d2651d37"}