搜索资源列表
create_kfolds_balanced_train_test
- Divide/Create data into K-Folds training and testing data which are balanced basing on the labels. It is for k-fold cross validation.
cross_validation
- 基于交叉验证法小波降噪程序，主要应用白噪声-Cross-validation method based on wavelet noise reduction program, the main application of white noise
Naive-Bayes-Text-Classification
- 使用Python实现朴素贝叶斯分类，文件夹中附带数据集。实现了NB算法，并进行5倍交叉验证-Naive Bayes classifier using the Python implementation, the folder with the data set. NB implements the algorithm, and 5-fold cross-validation
crossvalidation_svm
- matlab编写的调整svm参数的程序，其中cross是主程序，另两个是自己编写的svm核函数，如果要用matlab自带的核函数就把-t的值改成2即可。Ytrain是标记矩阵，Xtrain是特征矩阵，都由用户自己导入。可利用k倍交叉验证来选择最优的c参数。k可自行更改。-svm matlab prepared to adjust the parameters of the program, which cross the main program, and the other two are t
Cross-validation
- R语言实现范剑青的缺失数据估计（统计学目前最热研究方向），论文SCI引用超过1千次-R language Jianqing Fan of missing data estimates (statistical currently the hottest research), SCI papers cited more than one thousand times
FFAlta
- cross validation of test data
PLSRG
- 用于自动计算X和Y矩阵的PLS回归。生成的各种表格一XLS文件存储。其中交叉验证内置，但是可能会有问题-Used to automatically calculate the X and Y matrices PLS regression. A variety of forms generated XLS file storage. Where cross-validation built-in, but there may be a problem
K---NN
- 以著名的wine数据作为实验样本。包括k-NN算法，交叉验证，PCA降维等。-With the famous wine data as experimental samples.K- NN algorithm, cross validation, PCA dimension reduction, etc.
croos_val_10
- 10 fold cross validation application. it divide into ten fold your data an can use its your image processing app, artificial intelligence app., pattern recognition app. et.
FFAlta
- cross validation of test data
Determination-SVM-classifier-
- 交叉验证的实现，判定SVM分类器 支持向量机SVM(Support Vector Machine）是一种可训练的机器学习方法。-The realization of cross-validation to determine SVM classifier support vector machine SVM (Support Vector Machine) is a machine learning method trainable.
latpart
- Latin-partition主要是一种交叉验证方法，由professor Peter及其课题组开发，用于模型的稳定性和有效性验证评价,，可以作为自助多次重复划分校正集和验证集，避免重复随机数据集建模所产生的不可靠性。-Latin-partition is primarily a cross-validation method, professor Peter and developed by the Task Force for the stability and validity evalu
lvq
- code for lvq and split the data to be train and test by k-fold cross validation with k=5
stprtool_v2.12
- 统计模式识别工具箱(STPRTool 版本2.12 2013-09-12) 功能有线性判别函数、特征提取、密度估计和聚类、支持向量机、贝叶斯分类器、交叉验证等-Statistical Pattern Recognition Toolbox Methods: Fisher,PCA,GMM,K-means,SVM,Bayes classifier,Cross-validation,KNN,etc.
SVMclassifier
- generic implementation of SVM with cross validation . scikit learn is a dependency.
pls1_crossval_serag
- cross validation leave one out for calculating pls rmsecv
grnn
- GRNN网络设计，用交叉验证，循环的方法搜寻最优光滑因子。-GRNN network design, using cross-validation, the search for the optimal method of circulating smooth factor.
lasso_webpage_code_data
- 该压缩包主要是关于lasso的matlab程序，其中包含lasso的code,lasso在例子中的应用，以及lemda的交叉验证等。-The archive is mainly about lasso matlab program, which includes lasso the code, lasso in the example application, as well as cross-validation lemda like.
crossvalidation
- 利用交叉验证法进行支持向量机的参数优化，最后输出识别结果-The use of cross-validation method for parameter optimization support vector machine, the final output recognition results
2simulation-cross-validation
- X. Huo and X. S. Ni (2009). Detectability of convex-shaped objects in digital images, its fundamental limit and multiscale analysis A07-3-X. Huo and X. S. Ni (2009). Detectability of convex-shaped objects in digital images, its fundamental limit and