-
tpm
基于分形理论的遥感影像尺度转换,运行在matlab环境下(RS Scale Change)
- 2014-09-04 22:13:55下载
- 积分:1
-
shujufenxi
很好很实用的matlab工具函数包括:插值与拟合等相关问题的实现(Nice and useful tool matlab functions include: interpolation and fitting, and other related issues to achieve)
- 2010-09-25 11:13:19下载
- 积分:1
-
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
-
modern-operating-systems
modern operating systems (clear edition) three chapters
- 2013-09-25 23:30:10下载
- 积分:1
-
PIDNN
基于PIDNN的无人机飞行控制系统仿真。(Simulation of UAV flight control system PIDNN.)
- 2021-04-23 14:58:48下载
- 积分:1
-
tgl-jam-dan-nama-kota-distatus-bar_2
menampilkan tanggal dan jam di status bar
- 2014-05-12 20:34:53下载
- 积分:1
-
matlab_workshop
matlab_workshop channel coding
- 2010-06-08 01:55:40下载
- 积分:1
-
phase3inv
This is a Three Phase Inverter Simulation in MATLAB Simulink Environment.
- 2013-01-25 22:32:08下载
- 积分:1
-
Newton_rings
牛顿环演示的MATLAB程序,采用滑动块改变参数,可视化输出,GUI界面(Newton s rings shows the MATLAB program, using the sliding block to change the parameters, visual output, GUI interface)
- 2012-01-29 10:26:36下载
- 积分:1
-
Microgrid-inverter-control
微电网逆变器控制,下垂控制和单相孤岛控制,可实现逆变器孤岛和并网运行。(Micro-grid inverter control, droop control, and single-phase islanding control, can achieve inverter islanding and grid operation.)
- 2015-06-04 11:16:56下载
- 积分:1