Last Updated :2025/12/03

curse of dimensionality

Noun
Japanese Meaning
次元が増加することで、データが希薄になり、多次元システムの解析が困難になる現象。 / 多次元空間における計算や解析において、次元数の増加が原因で発生する問題全般を指す。
What is this buttons?

モデルに特徴量を増やすと、高次元空間でのデータの希薄さという問題により、確率を正確に推定するのが難しくなった。

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(mathematics, computing) A problem in the analysis of multidimensional systems caused by the sparse nature of the available data.

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curse of dimensionality

When we added more features to the model, the curse of dimensionality made it harder to estimate probabilities accurately.

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When we added more features to the model, the curse of dimensionality made it harder to estimate probabilities accurately.

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