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- The accuracy of nonlinear SVM classifier is especially high in all kinds of classifiers, which indicates the potential application of SVM in colonic motility diagnosis. 非线性支持向量机取得了较高的准确率, 表明支持向量机在结肠动力疾病的分类诊断中有很大的应用潜力。
- Two SVM classifying methods are given: multiclass method and two-layer method. 首先设计了两种基于支持向量机的守门员决策系统的态势分类方法:多类法和两层法。
- The results indicate that it can achieve over 98% accuracy on per-flow classification with the SVM classifier. 实验结果表明支持向量机分类器可以达到98%25以上的流分类准确率。
- Intrusion Detection Based of Multiple SVM Classifiers'Combination 基于多个支持向量机组合的入侵检测
- A lot of face samples and "not face" samples are used to train the SVM classifier, to get optimal separating hyperplane in the training. 训练过程是用大量人脸样本、“非人脸”样本训练SVM分类器,使之获得一个最优分类超平面。
- Through the experiment,SMO algorithm can perform better,and the classification time of SVM classifier is reduced greatly. 通过实验,SMO算法能够取得较好的分类效果,缩短了支持向量机分类器的分类时间。
- This paper proposes a weakly supervised method for Chinese subcategorization acquisition, where the unsupervised hypothesis generator is replaced with an SVM classifier. 本文提出一种弱指导的汉语动词次范畴化自动获取方案,并应用SVM分类器取代原系统中的无指导假设生成模块。
- Combining this idea with standard SVM classifier and adding a mixed data sets near the interface, a new SVM learning algorithm is proposed for classification of small data sets. 在标准SVM分类器训练方法中融入这种思想,给分类面附近加入混合数据,提出了一种新的基于SVM的分类器设计方法,并将这种方法应用于小样本数据的分类问题中。
- Application of Multiple SVM Classifiers Combination in Intrusion Detection 多SVM决策组合在入侵检测中的应用
- Based on these concepts, the KLT was employed to extract the state eigenvector from the bearing vibration signals, then the SVM classifier was established to recognize the fault pattern. 利用上述原理根据轴承振动信号的变化特征,采用K-L变换对其提取状态主特征向量,然后利用建立的支持向量机多故障分类器完成滚动轴承故障模式的识别。
- This example demonstrates how to use WEKA s SVMs classifier in Matlab. (译):这个例子演示了如何使用WEKA县支持向量机分类器在Matlab 。
- HRRP-ATR Based on SVM Classifier 一种基于SVM分类器的HRRP-ATR方法
- SVM Classifiers SVM分类器
- Experimental results show that the proposed approach is more accurate in image semantic classification than other ones, such as SVMs classifier using color and textural features. 实验结果表明,本文提出的方法在图像语义分类的准确性方面要优于诸如采用色彩特征和纹理特征的支持向量机分类器的其它方法。
- An approach to Chinese classifiers. 现代汉语中量词的研究。
- At last, application of multiclass classifiers based on SVM in classification of noise signal is studied. 最后,将基于支持向量机的多类分类方法应用于舰船噪声信号分类。
- Research on Using Unlabeled Data to Improve the Performance of SVM Classifier 利用未标记数据提高SVM分类器性能的研究
- R Plitt.A Mathematical Model of the Hydrocyclones Classifiers[J]. 李玉星.;油水分离用水力旋流器理论模型及数值模拟[J]
- Firstly, the principle of MADM based on SVM is discussed. 首先,分析了多属性决策支持向量机方法的原理。
- Then, the implementation algorithm of MADM using SVM is presented. 然后,提出了多属性决策支持向量机方法的实现算法。
