不同分类核函数的相互比较分析表明，径向基核函数最适合于葡萄病害的分类识别。
The comparison of different kernel functions for SVM shows that RBF kernel function is most suitable for recognition of grape disease.
不同的分类核函数的相互比较分析表明，径向基核函数最适合玉米病害的分类识别。
The different classification kernel functions are compared, and analysis shows that the radial base function most suits the corn leaf disease classification recognition.
从学习能力和推广能力上对径向基核函数和多项式核函数进行了比较，发现二者各有优劣。
By analyzing advantages and disadvantages of the two kernel functions, the combinational kernel function is proposed using the convex combination of them.
接着分别针对径向基核函数和多项式核函数进行多次实验，分析这两种核函数对过滤算法的影响。
Then, experiments with the radial basic function and the polynomial kernel function are used to reveal the relationship between kernel functions and the filter algorithm.
通过对基于多项式核函数和径向基核函数的支持向量机分类器进行比较，并且得到三种肝脏分类的识别率。
The classification accuracy of SVM based on polynomial and radial basis function kernel were compared, and the recognition accuracy of the three categories were obtained.
首先分析了支持向量机原理，随后引入一种改进的径向基核函数，在此基础上，提出了一种改进核函数的SVM模式分类方法。
The theory of SVM is studied at first, then an ameliorated RBF kernel function is presented, based on which an improved kernel function pattern classification method of SVM is put forward.
核函数分别采用多项式和径向基函数。
The kernel functions are generated to use polynomials and radial basic functions.
在设计时，采用两级SVM分类器级联的方式，核函数采用径向基函数，并且用网格搜索法来选取合适的参数。
Two-level-classifier is designed to recognized urinary sediments. The kernel function uses the radial basis function and grid-search method is used to select the parameters of SVM.
在设计时，采用两级SVM分类器级联的方式，核函数采用径向基函数，并且用网格搜索法来选取合适的参数。
Two-level-classifier is designed to recognized urinary sediments. The kernel function uses the radial basis function and grid-search method is used to select the parameters of SVM.
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