What is the curse of dimensionality in machine learning?
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A
The difficulty of visualizing high-dimensional data
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B
The phenomenon where data becomes sparse as dimensions increase, degrading model performance
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C
The computational cost of training deep neural networks
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D
The problem of having too many training samples