trureturingGitHub MATHEMATICAL ATLAS

Estimation / CONCEPT

Fixed-Suite Bayes-Risk Floor

A learner that receives only a fixed finite observation suite cannot beat the suite's Bayes-risk floor by iterating.

Closed Authored exposition
DIRECT PREREQUISITES0
DIRECT CONSEQUENCES0
PROOF DEPTH0
DOCUMENT LINKS1
THEOREM

Every fixed-suite learner remains above the Bayes-risk floor

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Lean sourceResearch workspace
Status
Closed
Depth
0
Layer
D5/S3
Domain
Estimation
Node ID
D5/S3/Estimation/DecisionRisk/FixedSuiteBayesRiskFloor
Repository path
D5/S3/Estimation/DecisionRisk/FixedSuiteBayesRiskFloor.lean
Truth release
sha256:c0d04258d27972c1cf58485e21d64dbcbe336405346ba95133913c64ba2856aa
Source commit
745bf90812f7175f83e1235688249f9495f23bfc
Source tree
143bc6c9ab9054c406f0cdd7f3b296eb38768b5c

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Dependency edges, status, and source coordinates come from the verified release and certified topology. Blueprint exposition is labeled separately. A fallback title carries no additional mathematical authority.