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wcnc08-bc
Effi cient Cooperative Diversity Schemes and Radio
Resource Allocation for IEEE 802.16j
- 2011-09-27 19:10:26下载
- 积分:1
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adaboost
AdaBoost元算法属于boosting系统融合方法中最流行的一种,说白了就是一种串行训练并且最后加权累加的系统融合方法。
具体的流程是:每一个训练样例都赋予相同的权重,并且权重满足归一化,经过第一个分类器分类之后,
计算第一个分类器的权重alpha值,并且更新每一个训练样例的权重,然后再进行第二个分类器的训练,相同的方法.......
直到错误率为0或者达到指定的训练轮数,其中最后预测的标签计算是各系统*alpha的加权和,然后sign(预测值)。
可以看出,训练流程是串行的,并且训练样例的权重是一直在变化的,分错的样本的权重不断加大,正确的样本的权重不断减小。
AdaBoost元算法是boosting中流行的一种,还有其他的系统融合的方法,比如bagging方法以及随机森林。
对于非均衡样本的处理,一般可以通过欠抽样(undersampling)或者过抽样(oversampling),欠抽样是削减样本的数目,
过抽样是重复的选取某些样本,最好的方法是两种进行结合的方法。
同时可以通过删除离决策边界比较远的样例。
(AdaBoost boosting systems dollar fusion algorithm is the most popular one, it plainly systems integration approach is a serial train and final weighted cumulative.
Specific process is: Each training example is given equal weight, and the weights satisfy normalization, after the first classifiers after
Calculating a first classifier weights alpha value for each sample and updates right weight training, and then the second classifier training, the same way .......
0, or until the specified error rate training rounds, wherein the label is the calculation of the final prediction system* alpha weighted and then sign (predicted value).
As can be seen, the training process is serial, and weight training examples is always changing, the right of the wrong sample weight continued to increase, the right to correct sample weight decreasing.
AdaBoost algorithm is an element, as well as other methods of boosting popular systems integration, such as bagging and random forest method.
For )
- 2014-07-09 19:24:29下载
- 积分:1
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一个模式识别领域的数据处理调试程序
Relief计算分类权重,对于初学者具有参考意义,采用热核构造权重,最大似然(ML)准则和最大后验概率(MAP)准则,Gabor小波变换与PCA的人脸识别代码,实现了图像的灰度化并进一步用于视频监视控。
- 2022-05-17 20:40:13下载
- 积分:1
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tftoolbox
本书包含的实例所使用的源程序清单,文件夹第3章~第7章分别包括各章节内的实例源程序。2.源程序文件名与所在章节和实例序号对应,如:3_1.m为第三章实例一【例3_1】的源程序。3.文件夹tftoolbox为2002版的时频工具箱,第六章“非平稳信号分析与处理”需要用到该工具箱的部分函数。请将其拷贝到用户的MATLAB工作路径(如D:R2006awork)
4.各章节的M文件已在MATLAB R2006a环境下调试通过,拷贝到用户的MATLAB工作路径(如D:R2006awork)下即可运行。
(The book contains examples of the use of the source list folder ~ Chapter 3, Chapter 7, including instances of source code within each chapter. The source file name corresponding to the chapters and instances where number: 3_1.m Chapter instance Example 3_1] source. Folder tftoolbox for the 2002 edition when the frequency toolbox, Chapter VI " non-stationary signal analysis and processing" part of the function of the need to use the toolbox. Please copy it to the MATLAB path (such as D: R2006a work) chapter M-file in MATLAB R2006a environment through debugging, copied to the user' s the MATLAB working path (such as D: R2006a work ) to run under.)
- 2013-03-09 00:07:13下载
- 积分:1
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MATLAB.toolboxes
MATLAB的部分工具箱函数,对matlab工具箱使用有详细介绍。(The MATLAB toolbox function matlab toolbox detail.)
- 2012-10-04 07:45:03下载
- 积分:1
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servo_control_torobot
this program can control the servo motor by servo controller board torobot 24 servos
- 2013-11-18 19:02:26下载
- 积分:1
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T_ENGINE_MODEL
Matlab/simulink环境下开发的,基于平均值理论的发动机动力学模型,适用于发动机或整车控制策略开发使用。(Developed under the Matlab/Simulink environment, based on the average of the theory of engine dynamic model, suitable for the engine or vehicle control strategy developed using.)
- 2013-05-09 16:05:45下载
- 积分:1
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binairisation
binairisation an image
- 2015-03-26 23:44:27下载
- 积分:1
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cellularphone
本文开发了一个基于手机的心电图处理系统,可实现心电信号灯实时在线的连续检测和处理。(A cellular phone based online ECG processing system for ambulatory and continuous detection has been developed.)
- 2009-03-11 14:30:36下载
- 积分:1
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Matlab-batch-data-processing
批量数据处理,内含有非线性拟合代码、数据拟合、非线性拟合、非线性回归分析(Matlab batch data processing Matlab general nonlinear fitting code, data fitting, nonlinear fitting, nonlinear regression analysis
)
- 2012-04-24 18:09:28下载
- 积分:1