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perceptron
感知器感知器算法训练二元线性分类器。结构体数据使用感知器学习规则
找到给定的二分类标签数据超平面。
(PERCEPTRON Perceptron algorithm to train binary linear classifier.
Synopsis:
model = perceptron(data)
model = perceptron(data,options)
model = perceptron(data,options,init_model)
Description:
model = perceptron(data) uses the Perceptron learning rule
to find separating hyperplane from given binary labeled data.
model = perceptron(data,options) specifies stopping condition of
the algorithm in structure options:
.tmax [1x1]... maximal number of iterations.
If tmax==-1 then it only returns index (model.last_update)
of data vector which should be used by the algorithm for updating
the linear rule in the next iteration.
model = perceptron(data,options,init_model) specifies initial model
which must contain:
.W [dim x 1] ... normal vector.
.b [1x1] ... bias of hyperplane.
.t [1x1] (optional) ... iteration number.
Input:
data [struct] Labeled (binary) training data.
.X [dim x num)
- 2011-05-01 18:19:52下载
- 积分:1
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FDTD_2D_TE
二维高斯制式的TE波基于FDFT方法的Matlab仿真程序!(TE standard two-dimensional Gaussian wavelet FDFT methods in Matlab simulation program!)
- 2009-03-17 17:06:53下载
- 积分:1
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jakes
说明: 信道仿真,小尺度衰落信道的MATLAB仿真源码(matlab jakes)
- 2010-04-23 22:36:53下载
- 积分:1
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自学Matlab必备的60个小程序代码
自学Matlab必备的60个小程序代码,若要实现其他功能可以自行改编,(Self-taught matlab 60 essential small program code, if you want to achieve other functions can be self-adapted,)
- 2020-06-24 10:00:02下载
- 积分:1
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bp
说明: 实现BP神经网络建模,并绘制误差曲线,包括实现数据的归一化与反归一化(Achieve BP neural network modeling and rendering error curve, including data normalization and anti-normalization)
- 2020-11-02 14:39:54下载
- 积分:1
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main_greedy
求最短路径,用matlab编写的贪婪算法。(greedy algorithm)
- 2014-01-02 20:57:43下载
- 积分:1
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han_eso
自抗扰控制器扩张状态观测器代码,离散模型(ADRC ESO code)
- 2020-12-09 16:19:19下载
- 积分:1
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6155C_V1.2(20081218)
该代码用于分类,主要是基于pso优化svm参数的分类代码(The code used for classification, mainly based on pso classification code optimization svm parameters)
- 2011-05-05 09:28:53下载
- 积分:1
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matlab2
Quantization error and distribution.
- 2013-03-08 23:42:32下载
- 积分:1
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Canny
Canny edge detection algorithm implemented in Matlab
- 2015-04-19 00:41:36下载
- 积分:1