noise penalty 中文意思是什麼
noise penalty
解釋
噪聲惡化-
( 2 ) the performance of support vector machine ( svm ) for classification was analyzed. it was found that svm for classification is more sensitive to noise than other methods, in particular, the kernel function, its parameter and penalty factor c are the main factor affecting the classification performance of svm
（ 2 ）支持向量機採用了結構風險最小化（ srm ）原則，用於模式分類已表現出優良的性能，但在觀測數據中存在復共線性時，其分類效果就有所降低。 -
Correlative component analysis ( cca ) was used to eliminate multicollinearity and noise of original sample data before classifying by svm. to improve the classification performance of svm and obtain the optimal discriminative function, the ega proposed in this work was used to optimize the parameters of svm including correlative components ( ccs ), penalty factor c, and kernel width factor
因此，為了充分利用支持向量機良好的分類能力，使之能處理存在復雜相關關系的觀測數據，給出了結合分類相關成分分析（ cca ）的支持向量機建立分類模型的方法（ cca - svm ） ，又利用本文第三章所提出的ega演算法優化分類相關成分數及支持向量機參數。
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