What is the relationship between dimensionality reduction and the curse of dimensionality?

  • Depends on the method
  • Has no relationship
  • Helps in mitigating the curse
  • Intensifies the curse
The relationship between dimensionality reduction and the curse of dimensionality is that dimensionality reduction helps in mitigating the curse. The curse of dimensionality refers to the challenges that arise as the number of dimensions increases, and reducing dimensions can alleviate these problems.
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