登录
首页 » matlab » FCM+Knn

FCM+Knn

于 2020-11-06 发布 文件大小:425KB
0 216
下载积分: 1 下载次数: 27

代码说明:

  用K均值算法和C模糊算法对sonar数据和iris数据进行分类。 K均值算法是一种很常用的聚类算法,其基本思想是,通过迭代寻找K个聚类的一种划分方法,使得用这K个聚类的均值来代表各类样本是所得到的的总体误差最小。 模糊C均值(FCM)算法在K均值算法的基础上,用模糊子集代替确定子集,从而得到模糊的分类结果,即分类结果的模糊化。(Sonar data and iris data are classified by means of K mean algorithm and C fuzzy algorithm. The K mean algorithm is a very common clustering algorithm. Its basic idea is to find a partition method of K clustering by iteration, so that the average error of the mean of the K clustering is minimized. The fuzzy C mean (FCM) algorithm is based on the K mean algorithm. The fuzzy subset is replaced by the fuzzy subset, thus the fuzzy classification result is obtained, that is, the classification result is fuzzed.)

文件列表:

FCM%2BKnn.7z, 435928 , 2018-05-07

下载说明:请别用迅雷下载,失败请重下,重下不扣分!

发表评论

0 个回复

  • 3DMIMOchannel--3DMIMO
    3D-MIMO信道模型 仿真代码 可由此建立LTE现今采用的3DMIMO模型(3D-MIMO channel model simulation code can thus establish 3DMIMO model today adopted LTE)
    2021-04-13 15:08:56下载
    积分:1
  • Glzy8_5839_209_ppt
    time frequency analysis
    2010-09-01 17:14:54下载
    积分:1
  • RLS_RF2
    利用自适应RLS算法消除信号中的工频干扰,纯净信号选为数字调幅信号8ASK,工频干扰为一余弦信号,滤波后取得的很好的效果。(Adaptive RLS algorithm for the elimination of the use of signal-frequency interference, and pure signal selected as the digital AM signal 8ASK, power-line interference is a cosine signal, after filtering achieved very good results.)
    2008-06-04 14:11:44下载
    积分:1
  • SPIE2011_stego_design_v0.9
    信息隐写 构造完美矩阵编码嵌入 SPIE2011_stego_design_v0.9(Information steganography construct the perfect matrix coding embedded)
    2012-08-31 10:02:00下载
    积分:1
  • stiffODE
    stiff ODE solver for set of equations
    2011-08-31 08:49:30下载
    积分:1
  • BA_net
    BAnet实现代码,并且保存成txt文件。(BAnet implement code use matlab,and save as a txt file ,you also can translate other language using this code it must be useful,)
    2013-01-27 23:35:26下载
    积分:1
  • aab1
    this is a code for color seegmentation
    2015-04-03 15:01:04下载
    积分:1
  • Ischemic
    说明:  脑皮层缺血模型模拟。可以模拟在脑皮层组织缺血情况下细胞外钾离子浓度变化情况(Cortical ischemia model simulation)
    2010-04-16 09:37:52下载
    积分:1
  • Elman
    Elman神经网络:Elman网络是 J. L. Elman于1990年首先针对语音处理问题而提出来的, 它是一种典型的局部回归网络( global feed for ward l ocal recurrent)。Elman网络可以看作是一个具有局部记忆单元和局部反馈连接的前向神经网络。Elman网络具有与多层前向网络相似的多层结构。它的主要结构是前馈连接, 包括输入层、 隐含层、 输出层, 其连接权可以进行学习修正 反馈连接由一组“结构 ” 单元构成,用来记忆前一时刻的输出值, 其连接权值是固定的。在这种网络中, 除了普通的隐含层外, 还有一个特别的隐含层,称为关联层 (或联系单元层 ) 该层从隐含层接收反馈信号, 每一个隐含层节点都有一个与之对应的关联层节点连接。关联层的作用是通过联接记忆将上一个时刻的隐层状态连同当前时刻的网络输入一起作为隐层的输入, 相当于状态反馈。隐层的传递函数仍为某种非线性函数, 一般为 Sigmoid函数, 输出层为线性函数, 关联层也为线性函数。(Elman neural network: Elman JL Elman network is first proposed for speech processing problems in 1990. It is a typical local regression network (global feed for ward l ocal recurrent). Elman network can be seen as having a forward neural network of local memory unit and local feedback connections. Elman network has a multi-layer multilayer structure similar to the network. Its main structure is a feedforward connection, comprising an input layer, a hidden layer and output layer, which can be connected right learning correction feedback connected by a set of " structural" units, the output value of the memory for the previous time, which connection weights are fixed. In such a network, in addition to ordinary hidden layer, there is a special hidden layer, called an associative layer (or contact layer unit) this layer receives feedback signals the hidden layer, each hidden layer node has an associated layer node corresponding connection. The role of the associated layer is fo)
    2015-03-26 22:36:26下载
    积分:1
  • Bidegaray-Fesquet-Hierarchie_de_modeles_en_optiqu
    Lecture MATLAB simulations, it is suitable for beginners
    2010-11-10 11:07:30下载
    积分:1
  • 696516资源总数
  • 106914会员总数
  • 0今日下载