trureturingGitHub MATHEMATICAL ATLAS

ConceptDynamics / CONCEPT

Conditional Expectation Optimality

Conditional expectation is the best squared-error predictor measurable through a concept.

Closed Authored exposition
DIRECT PREREQUISITES0
DIRECT CONSEQUENCES4
PROOF DEPTH0
DOCUMENT LINKS1
THEOREM

Conditional expectation minimizes mean-square error

RELATIONSHIP ATLAS

Every connection, in context.

Explore in 3D
Direct recorded relationships
Conditional Expectation OptimalityConditional ExpectationOptimalityConditional Expectation Refinement PythagorasConditional ExpectationRefinement PythagorasConditional Expectation Residual DecompositionConditional ExpectationResidual DecompositionConditional Expectation Zero-Risk CriterionConditional Expectation Zero-Risk CriterionFull-half-line squared erasure comparisonsFull-half-line squared erasurecomparisons
Proof dependencyStructural affinityDocument link

RELATED KNOWLEDGE

Structural connections

Documents & exposition

Other authored & advisory relationships

None recorded in this release.

LIBRARY / RELEASE VERSIONS

Content history

Loading release versions...
Browse the archive

Certified provenance

Exact release coordinate

Lean sourceResearch workspace
Status
Closed
Depth
0
Layer
D5/S3
Domain
ConceptDynamics
Node ID
D5/S3/ConceptDynamics/Prediction/ConditionalExpectationOptimality
Repository path
D5/S3/ConceptDynamics/Prediction/ConditionalExpectationOptimality.lean
Truth release
sha256:76a8db6a0f78609b1b9d4a959c8392f2752f2daaddc1930e046e34ce07d0f608
Source commit
b52262a023c4db9bb30a128ebfd80ea4ef4c1a53
Source tree
37a24ddf3b9983bdabf0acbfd9b32b06c35c28d3

Authority boundary

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.