搜索资源列表
minFunc_20090930
- minFunc工具包，里边包含了逻辑回归及svm的代码，可以直接应用-minFunc kit, and the inside contains the logistic regression svm code, can be directly applied
Matlabfeixianxing
- 以Logistic曲线为例,利用Matlab编程计算非线性回归模型-To Logistic curves were calculated using Matlab programming linear regression model
Fitting_with_MATLAB_1_
- 检查/剪裁的例子 孤立点检测实例 正交回归的例子 单因数变异数(泊松回归/逻辑回归)的例子 鲁棒回归的例子 特征选择的例子 常见的边坡问题的例子 -Censoring/clipping example Outlier detection example Orthogonal regression example GLM (Poisson regression/logistic regression) example Robust regress
logistic_linear_classification
- 使用机器学习中的逻辑斯蒂回归对样本分类并对测试样本进行准确性估计-Using machine learning logistic regression test samples and sample classification accuracy of estimates
LogReg
- 逻辑回归实现线性分类器，文件中的readme.txt可以看到使用方法。 具体使用就是通过data.txt读入数据（默认2维数据，分为正反两类。）然后用matlab运行solve.m即可得到分类线、分类准确率。-a matlab source code for Logistic Regression. Datas in data.txt are of 2dimension and 2 types. run solve.m in matlab software to get the accura
Logistic_Regression
- 正规化的逻辑回归，可实现图像的分类识别,如人脸识别，数字识别-Logistic Regression with regularisation, can be used for image classification
logregmatlab
- matlab实现逻辑回归，梯度上升（效果不好）及牛顿法实现（效果好）-matlab realize logistic regression, gradient ascent (not good) and Newton' s method to achieve
Practice2
- 根据学生两次考试成绩的数据来预测学生是否能被大学录取，用逻辑斯蒂回归算法实现，分别执行梯度下降算法、随机梯度下降算法、牛顿法-According student test scores twice to predict whether the student can be admitted to universities, implemented in logistic regression algorithm.