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stprtool
统计模式识别工具箱(Statistical Pattern Recognition Toolbox)包含:
1,Analysis of linear discriminant function
2,Feature extraction: Linear Discriminant Analysis
3,Probability distribution estimation and clustering
4,Support Vector and other Kernel Machines(
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm )
- 2009-03-13 17:03:40下载
- 积分:1
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lagr3derivative
3点拉格朗日插值计算离散函数的导数。可自行输入离散值。(3:00 Lagrange interpolation calculate the derivative of a discrete function. Can enter their own discrete values.)
- 2013-02-18 23:11:26下载
- 积分:1
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Archive
信号频谱绘制函数,绘制输入输出函数,并计算信号的sndr。(Signal spectrum drawing functions to draw input and output functions, and calculate sndr signal.)
- 2014-02-13 03:32:16下载
- 积分:1
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LFM
线性调频(LFM)脉冲压缩雷达仿真,线性调频脉冲压缩的Matlab程序,Word说明,运行结果(linear FM (LFM) radar pulse compression simulation, LFM Matlab pulse compression procedures, Word stated that operating results)
- 2021-04-08 15:29:00下载
- 积分:1
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Wavelet
数字图像 的小波算法及 快速小波变换(Digital image wavelet algorithm and fast wavelet transform)
- 2010-05-12 21:02:52下载
- 积分:1
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pmsm_state_feedback
PMSM model with state feedback
- 2014-11-27 05:56:59下载
- 积分:1
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粒子群优化算法的理解
粒子群优化(PSO)是一种衍生的无全局最优解算器。如果你是一个初学者希望学习使用这个工具箱的工作,
soplotswarm是为了绘制一个三维axes。将帮助了解有关粒子群优化算法。
- 2023-08-22 04:15:03下载
- 积分:1
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antlabel_Antarctic
On a map, place a label corresponding to any of the 25,394 features identified by SCAR.
- 2013-07-26 15:50:21下载
- 积分:1
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simulation-Buck-Boost-KY
Buck boost KY DC DC Converter
- 2012-02-04 21:25:38下载
- 积分:1
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butterfly
it is an M file code for butterfly effects.
- 2020-06-24 04:40:02下载
- 积分:1