Considersing that , this paper defines the criterion called grouping error and shows the best data - grouping method is the one which gets the minimum grouping error . this method makes up the lack of ability in determining the number of groups in previous methods 因此,定义了分类误差这个判断标准,取分类误差最小时类的个数和分类的方法为最佳的数据分类方法,从而弥补了凭借主观经验决定类数的不合理性。
Study of classifier in neural networks , 1 ) this paper presents fix an initializing algorithm on classifier in bp neural networks . the algorithm can not only speed up convergence of bp neural networks and reduce the error of training , but also abstain abstain from converging to local minimum point 在神经网络分类器研究中, 1 )提出了一种确定bp网络分类器初值的方法,用来提高bp网络的收敛速度,降低分类误差,避免局部极小问题。
Based on two phases and one phase we use the two scoring methods to do an experiment . using uci machine learning repository as experimental dataset , the results prove that the number of eeps we get is much less than the eps we get and two phases can correct the error well 实验证明与已有的基于ep的分类算法相比,仅使用eep建立的分类算法使用的ep数量少,并且能够获得相同或更高的预测精度;单个阶段不能纠正分类误差,分类结果也远没有两个阶段结果好。
The data is nonlinearly mapped into high dimensional kernel space at first . then a set of feature vectors can be found such that the bhattacharyya distance of the classes mapped into lower dimensional feature space by feature vectors is maximized . thus the upper 该算法采用核函数把样本非线性映射到高维核空间,在核空间中寻找一组最优的特征向量,把样本线性映射到低维特征空间,使类别之间的bhattach删a距离最大,从而使特征空间中样本的baycs分类误差上界最小。
分类: classify误差: error第二类误差: error of second kind; type ii error第三类误差: error of the third kind第一类误差: error of first kind; type error磁鼓配类误差: drun parity error一类误报警: false alarm type误差: error 平均误差 mean error; average error; 仪器误差 instrumental error; 概然误差 probable error; 行星观测上位置与计算上位置间的误差 the error of a planet; 误差极微的精密零件 precision parts with very close tolerances; 误差不超过千分之三毫米 with a tolerance of less than three-thousandths of a millimetre; 误差分析 error analysis; 误差概率 probability of error; 误差估计 error estimate; 误差函数 error function; 误差量 extent of error; 误差率 error rate 分类: 1.(使分别归类) classify; itemize; sort 根据起因将事故分类 classify accidents by cause; 根据性别[年龄; 民族; 地区] 分类 classify by sex [age; nationality; locality]; 邮局里的人员将信件按寄送地点分类。 men in the post office classify mail according to places it is to go. 它们是按品种分类的。 they are classified in sorts.2.(分门别类) classification; assortment; systematization; partition; sorting; taxonomy; breakdown 粗略的分类 a broad classification; 使分类系统化 systematize classification; 植物的分类 classification of plants分类,分类表: cla ification分类学,分类: taxonomy这类误解和交流不畅还是次要的: but for drdonggβ误差: type ii error带误差: tape errors滴误差: drop error第误差: control error; control swing点误差: point error多误差: multiple error◇多误差校正码 multiple-error-correcting code负误差: negative error恒误差: constant error碱误差: alkali error; alkaline error; alkaloid error角误差: angle error; angular divergence; misalignment◇角误差检测器 angle-error detector; 角误差灵敏度 angle-error sensitivity; 角误差显示器 angular error indicator径误差: multipath error零误差: zero error; zero-error码误差: code error