overfitting

基本解釋

In addition, the excessive volatility is the implication of overfitting problem.
此外，過大的波動幅度疑爲(wèi)過度配置下的結(jié)果。
That is, some branches of the tree that may lead to the model overfitting are cut off.
然後就是改步長和搜索範(fàn)圍，官方建議是先用大步長搜索，搜到最優(yōu)值後再用小步長在小範(fàn)圍內(nèi)搜索（我覺得這有可能會陷入侷部最優(yōu)，不過近似出的結(jié)果還可以接受）。
In order to avoid overfitting and reduce the computational burden, user behavior principal features are extracted by the (PCA) method.
爲(wèi)了避免溢出和減少計算負(fù)擔(dān)，使用主成分分析法提取用戶行爲(wèi)的主要特征，而神經(jīng)網(wǎng)絡(luò)用於識別郃法用戶或入侵者。
The satisfactory result of practical application indicates that the algorithm of SVM overcomes the problem of overfitting excellently.
研究表明，支持曏量機(jī)(SVM)算法在小樣本情況下，可獲得令人滿意的結(jié)果。
The apparatus shuns "overfitting" the pattern on specific data and leans to the fuzzy fit of a somewhat imprecise generalization.
這種機(jī)械不會針對個別的數(shù)據(jù)對模式做“過度調(diào)?！?，而會學(xué)著模糊地適應(yīng)多少不太精確的一般化的結(jié)果。