AI Glossary

Curse of Dimensionality

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The curse of dimensionality refers to statistical and computational difficulties that arise as feature dimensions grow very large and sparse.

Definition

The curse of dimensionality refers to statistical and computational difficulties that arise as feature dimensions grow very large and sparse.

Plain English explanation

High dimensions make learning and search much harder.

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