搜索资源列表
Linear-classifier
- 本资源用matlab代码实现了模式识别的线性分类器，对于线性可分的模式能够正确分类。-The resources used matlab code to achieve a pattern recognition linear classifier, for linearly separable model can correctly classified.
fisher
- 利用matlab实现Fisher分类器，可以对线性可分的样本进行线性分类-Fisher classification algorithm using matlab realize, you can sample linearly separable linear classification
SVM_liner_kernel
- 这是SVM算法的一个简单应用，用SVM进行线性二分类。此算法可以帮助大家从基础上认识SVM，从而进行编程。-This is a simple application of SVM algorithm, using a linear SVM binary classification. This algorithm can help you recognize the basis of SVM, which can be programmed.
xyle
- 拉普拉斯降维方法，是非线性数据降维方法，通过构建相似关系图来重构数据局部流形结构特征。-Laplace dimension reduction method is non-linear data dimensionality reduction method, by constructing a graph similar to reconstruct the structure of local manifoldof the data.
LeastSquareLDAR21
- 蔡登的On The Equivalent of Low-Rank Linear Regressions and Linear Discriminant Analysis Based Regressions的论文源代码-On The Equivalent of Low-Rank Linear Regressions and Linear Discriminant Analysis Based Regressions
smmc
- SMMC聚类算法，子空间聚类和多流形聚类均好用，线性空间和非线性空间也好用。-SMMC clustering algorithm, subspace clustering and multi manifold clustering are well used, linear space and nonlinear space.
project-1-skeleton
- 本压缩包内有决策树，knn，linear的方法（包括10-fold） 替换data可以直接使用。-You can find decision tree, inn and linear method in my zip, include 10-fold. The data.py can replaced by yourself
Batch-Gradient-Descent
- 分别使用了批梯度下降法和牛顿法进行线性回归的测试。-Respectively the batch gradient descent and Newton s method of linear regression tests.
Linear-dynamics
- 非线性动力学元胞自动机的演示程序Nonlinear dynamics of cellular automaton demo program-Nonlinear dynamics of cellular automaton demo program
linear-regression
- 使用matlab实现机器学习最常用的linear regression算法-Using matlab realize learning machine most commonly used linear regression algorithm
algorithm
- 多线性SVM分类器，在实现分类的同时，能很好的聚类-Multi-linear SVM classifier to classify the same time, can be a good clustering
Extended-Fisher-Discriminant
- 改进型线性判别分析以及新提出的关于两个变量之间距离的比较方法 -Improved linear discriminant analysis and a new method for the comparison of the distance between two variables
MLRforSSVEPDemo
- 对于CK信号进行降维，同时也有线性回归方法，里面有一个例子供大家学习-CK signal for dimensionality reduction, but also a linear regression method, which has an example for everyone to learn
Cart-tree
- 实现CART树回归，树的生成与剪枝过程，并与简单线性回归进行对比-Implement a regression tree generation algorithm when the leaf nodes indicate 3rd order polynomials. Test your program with the dataset and compare the results with those of simple linear regression
machine-learning-ex1
- 斯坦福大学机器学习课程作业第一章，主要包含线性回归实战。-Stanford Machine Learning course work first chapter contains a linear regression combat.
广义线性模型
- 这种模型是把自变量的线性预测函数当作因变量的估计值(The model takes the linear prediction function of the independent variable as the estimate of dependent variable)
clssifier
- 自带100个数据点，二分类，二属性，基于lda分类(Linear classifier based on LDA)
局部线性嵌入
- 利用局部线性嵌入算法将高维数据映射到低维空间中，达到降维效果；(The local linear embedding algorithm is used to map the high dimensional data into the low dimensional space to achieve the effect of reducing the dimension.)
ltlk4
- FIR Filter Design This chapter treats the design of linear-pha()
linear regression
- 线性回归模型与诊断 数据说明：本数据是一份汽车贷款数据(linear regression lesson)