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10. 残差平方和とは

残差平方和とは

残差平方和とは予測値と実際の値の差をそれぞれ二乗して合計する手法。

二乗するのは±の符号を揃えるため。

残差平方和により導き出された値が小さければ小さいほど機械学習モデルとしては優秀ということになる。

損失関数内のロジックとして基本的な考え方となる手法。

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同階層のページ
  1. 素因数分解
  2. 平方根
  3. 累乗根
  4. 三角関数
  5. 指数関数/対数関数
  6. ネイピア数(自然対数の底)
  7. シグモイド関数
  8. 損失関数
  9. 勾配降下法
  10. 残差平方和

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