{"slug":"www-mahastrategies-com-api-v1-verify-neural-confidence-calib-8e9739","title":"Compute binary Brier score and count-weighted ECE for up to 256 declared held-ou","host":"www.mahastrategies.com","method":"POST","resource":"https://www.mahastrategies.com/api/v1/verify/neural/confidence-calibration","category":"other","description":"Compute binary Brier score and count-weighted ECE for up to 256 declared held-out score/outcome pairs. Supports probability or percent scores, normalized to probabilities. Equal-width bins use exact rational boundaries: lower inclusive, upper exclusive, final bin includes 1. Empty bins report null m","price_listed":0.100011,"price_asked":null,"state":"no_terms","state_label":"Answers HTTP 429 without x402 payment terms","checks_7d":1,"answered_7d":0,"latency_ms_median":null,"reported_calls_30d":1,"reported_payers_30d":1,"networks":["eip155:8453"],"badge":"unverified","paid_checks_7d":0,"paid_ok_7d":0,"example_input":{"body":{"binCount":2,"dataClass":"synthetic","evaluationSplit":"declared-held-out-offline","pairs":[{"outcome":0,"score":"0"},{"outcome":1,"score":"0.5"},{"outcome":1,"score":"1"}],"scoreUnits":"probability"},"bodyType":"json","method":"POST","type":"http"},"output_schema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"input":{"additionalProperties":false,"properties":{"body":{"additionalProperties":false,"properties":{"binCount":{"maximum":20,"minimum":2,"type":"integer"},"dataClass":{"enum":["public","synthetic"],"type":"string"},"evaluationSplit":{"enum":["declared-held-out-offline"],"type":"string"},"pairs":{"maxItems":256,"minItems":1,"type":"array"},"scoreUnits":{"enum":["probability","percent"],"type":"string"}},"required":["dataClass","pairs","scoreUnits","binCount","evaluationSplit"],"type":"object"},"bodyType":{"enum":["json","form-data","text"],"type":"string"},"method":{"enum":["POST"],"type":"string"},"type":{"const":"http","type":"string"}},"required":["type","method","bodyType","body"],"type":"object"},"output":{"properties":{"example":{"additionalProperties":false,"properties":{"data":{"type":"object"},"proof":{"type":"object"},"success":{"const":true}},"required":["success","data","proof"],"type":"object"},"type":{"type":"string"}},"required":["type"],"type":"object"}},"required":["input"],"type":"object"},"history":[{"day":"2026-10-18","reachable":true,"status":429,"valid_402":false,"asked_usdc":null,"price_match":null,"latency_ms":12,"error":null}],"description_full":"Compute binary Brier score and count-weighted ECE for up to 256 declared held-out score/outcome pairs. Supports probability or percent scores, normalized to probabilities. Equal-width bins use exact rational boundaries: lower inclusive, upper exclusive, final bin includes 1. Empty bins report null means/gaps. No clinical validity claim. New modular adapter: retained result recovery for 24 hours, minimal receipt metadata for 90 days. Existing live route unchanged.","last_updated":"2026-10-15T14:37:45.643Z","schemes":["exact"]}