How the K-mean Cluster work Step 1. Begin with a decision the value of k = number of clusters Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following: Take the first k training sample as single-element clusters Assign each of the remaining (N-k) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster. Step 3 . Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample. Step 4 . Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments.
标签: the decision clusters Cluster
上传时间: 2013-12-21
上传用户:gxmm
Thinking in C++ patiently and methodically explores the issues of when and how to use inlines, references, operator overloading, inheritance and dynamic objects, as well as advanced topics such as the proper use of templates, exceptions and multiple inheritance. The entire effort is woven in a fabric that includes Eckel’s own philosophy of object and program design. A must for every C++ developer’s bookshelf, Thinking in C++ is the one C++ book you must have if you’re doing serious development with C++.
标签: methodically and patiently Thinking
上传时间: 2014-01-03
上传用户:it男一枚
DirectX not only provides fast access to the hardware and therefore incredibly speedy performance, but it also makes it much easier for hardware developers to produce new devices that work well in the Windows environment. The DirectX APIs take away the necessity of writing your own low-level, device-specific code to access hardware such as the display adapter and network card, making it much easier for you to write programs that take full advantage of the computer s multimedia capabilities.
标签: performance incredibly therefore hardware
上传时间: 2016-02-16
上传用户:秦莞尔w
免费的Office控件,可以应用于B/S和C/S程序,实现完美内嵌office
上传时间: 2013-12-28
上传用户:gtzj
统一信息平台,由C/S模式动态生成B/S模式, 采用多层架构
标签:
上传时间: 2016-03-09
上传用户:561596
电子产品售后服务系统的设计与实现 子产品的市场化竞争日趋激烈,如何在激流中站稳,是目前要考虑的问题,为了更好的适应当今时代信息技术的飞速发展,我们设计建立了一个网上售后服务系统,以服务取胜。本文从通过网站实现售后客户服务的角度出发,系统地介绍了一个售后服务系统的设计及实现过程。本文详细叙述了系统的功能、数据结构、概要设计、详细设计。系统实现了在线客服、常见问题解答、信息报导、客户投诉中心、关于我们、用户登录、客户留言等功能。系统的特点是采用B/S架构,整个网站的管理工作都集中在服务器端,运用多层软件架构确保了系统的扩展性和适用性。
上传时间: 2016-03-15
上传用户:www240697738
PDM for Linux是一款面向中小企业而设计的数据备份软件,安装简单操作容易,用户只需在PDM服务器上安装好服务器端,即可直接备份和恢复局域网内所有windows共享文件、NFS共享文件、MySql数据库,无需安装客户端和控制台.控制台使用B/S方式,使用浏览器来实现对PDM服务器的管理.
上传时间: 2014-08-26
上传用户:王楚楚
Swfdec still is development software, but has also followed a rigid no-crashes-allowed policy. I believe it s stable enough now to be installed as a default plugin for people that can live with occasional crashes of their browser. But don t blame me if it does crash. File a bug at https://bugs.freedesktop.org/enter_bug.cgi?product=swfdec
标签: no-crashes-allowed development followed software
上传时间: 2016-04-14
上传用户:franktu
The second volume in the Write Great Code series supplies the critical information that today s computer science students don t often get from college and university courses: How to carefully choose their high-level language statements to produce efficient code. Write Great Code, Volume 2: Thinking Low-Level, Writing High-Level, teaches software engineers how compilers translate high-level language statements and data structures into machine code. Armed with this knowledge, a software engineer can make an informed choice concerning the use of those high-level structures to help the compiler produce far better machine code--all without having to give up the productivity and portability benefits of using a high-level language
标签: information the critical supplies
上传时间: 2014-02-21
上传用户:luke5347
This guide describes Freescale’s BeeKit Wireless Connectivity Toolkit configuration tool used for ZigBee, 802.15.4, or SMAC application development. The guide describes system requirements, installation, and how to launch BeeKit. The book then guides users through a simple step-by-step process of how to open and load a demonstration project through the CodeWarrior IDE without further modification. This allows for a quick evaluation of Freescale’s ZigBee technology.
标签: configuration Connectivity Freescale describes
上传时间: 2013-12-24
上传用户:偷心的海盗