curse of dimensionality

The. curse of dimensionality.

Retired. This is not a bibliographic entry. Our extractor captured an inline prose definition from an article and stored it as a work. The concept is real; this registry record is a parsing defect. This entry is kept so the citations that pointed at it still resolve, and so the correction is visible rather than silent.

Type

Unclassified

Intellectual base

Unclassified

Link

no authoritative link yet

Cited by

2 citations across 2 artifacts.

Each citation links to the sentence it supports in the citing article.

Mechanisms

• Epsilon-Net or Covering Grid
  • The number of anchors needed to hold a fixed radius grows exponentially with dimension — the curse of dimensionality
• Parameter Sweep Matrix
  • Its failure mode is the curse of dimensionality

    This sourceFor a sweep it is why adding parameters cheaply is impossible and why adaptive, targeted sampling beats brute-force gridding.

Verification

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Registry ID ref:2f206f589af1 · see in the full table