英语翻译求翻译：Clustering algorithms attempt to classify elements i

来源：学生作业帮编辑：拍题作业网作业帮分类：英语作业时间：2024/04/29 04:10:47

英语翻译
求翻译：Clustering algorithms attempt to classify elements into categories,or clusters,on the basis of their similarity.Several different clustering strategies have been proposed (1),but no consensus has been reached even on the definition of a cluster.In K-means (2)and K-medoids (3) methods,clusters are groups of data characterized by a small distance to the cluster center.An objective function,typically the
sum of the distance to a set of putative cluster centers,is optimized (3–6) until the best cluster
centers candidates are found.However,because a data point is always assigned to the nearest
center,these approaches are not able to detect nonspherical clusters (7).In distribution-based al-
gorithms,one attempts to reproduce the observed realizationofdatapointsasamixofpredefined
probability distribution functions (8); the accuracy of such methods depends on the capability of the
trial probability to represent the data.

聚类算法试图分类元素分类,或集群,其相似性的基础上.几种不同的聚类策略提出了(1),但还没达成共识甚至在一个集群的定义.在k - means(2)和K-medoids(3)方法,集群组数据以一个小集群中心的距离.一个目标函数,通常
　　距离之和的一套公认的集群中心,优化集群(3 - 6),直到最好的
　　中心的候选人.然而,由于数据点总是分配给最近的
　　中心,这些方法无法检测nonspherical集群(7)在分配的al -
　　gorithms,试图再现观察realizationofdatapointsasamixofpredefined
　　概率分布函数(8);这些方法的准确性取决于的能力
　　试验的概率来表示数据.
希望对你有所帮助,望采纳谢谢!
再问： We demonstrate the power of the algorithm on several test cases.怎么翻译呢？
再答：我们将演示算法的力量在几个测试用例。
希望对你有所帮助，望采纳谢谢！

英语翻译the modified algorithms do not converge to (local) optim 英语翻译Compared to the other two algorithms,the exponentiated a I will attempt to help the victims. 英语翻译请不要用翻译软件：AN ATTEMPT to simulate shock waves using the Bo 英语翻译Look at meon the high wireAs I attempt to balance safety Relevant Set Correlation Clustering怎么翻译翻译 Classify the words and phrases in the box according to th 翻译句子,to classify parenting as a personal choice for which th 英语翻译We can classify the motives for Japanese companies to de 英语翻译请帮忙翻译这句话：Edge-finding algorithms with the time complexit 英语翻译请帮忙翻译这句话：Look-back algorithms Chronological backtracking 英语翻译请准确翻译以下一段these algorithms use a single tessellation of t