ベイズ最適化(Bayesian Optimization, BO)～実験計画法で使ったり、ハイパーパラメータを最適化したり～
datachemeng.com
ベイズ最適化(Bayesian Optimization, BO)～実験計画法で使ったり、ハイパーパラメータを最適化したり～
ガウス過程による回帰をうまく使って、実験計画法における新しい実験候補を探索したり、回帰モデルやクラス分類モデルのハイパーパラメータ (学習では求まらないため事前に決めるべきパラメータ) を決定する方法が、ベイズ最適化 (Bayesian O...
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