资源列表
randomForest_4.6-12
- 随机森林R语言安装包,可以安装到R语言中，直接调用使用-Random forest R language installation package can be installed to the R language, called directly use
RFR
- 好用的随机森林回归（RFR），也可用与分类。基于以编译的mex84，可实现bias-correction。回归预测精度较高-applicable random forrest regression，can also be used for classification。Regress with bias-correction 。can achieve high accuracy
shujutianjiazaoseng
- 为点云数据自动添加随机噪声，可供点云数据处理者自动生成实验数据使用-The point cloud data automatically adding random noise to automatically generate test data to use for point cloud data processor
dbscan_
- 数据挖掘中DBSCAN聚类算法的实现，用python语言实现，亲测可用。-The realization of DBSCAN clustering algorithm in data mining, using Python language to achieve, pro test available.
ga_pso
- 运用ga_pso算法对svm参数优化运
JITPLS
- 自己编写的Jist-in-time PLS,利用与待估计样本最相似的若干历史样本，建立PLS回归模型，改善模型泛化能力，包含数据，直接运行，亲测可用。-I have written Jist-in-time PLS, utilization and estimated to be most similar to sample a number of historical samples, PLS regression model to establish and improve the mode
SVM-timeseries
- 基于SVM的时序序列预测，用python实现，内附测试数据，方便可用。-SVM prediction based on a timing sequence with python to achieve, enclosing the test data to facilitate available.
outlier
- 离群点检测的算法，适应于MATLAB，包含关于距离和LOF的聚类算法-Outlier detection algorithm, adapted to MATLAB, including distance and LOF clustering algorithm
waveletkernel
- 这是一个小波核函数工具包，可根据需要的核函数公式构建自己所需的核，可用于核学习方法。-The wavelet kernel function is a toolkit, can according to need to build your kernel function formula for nuclear, and can be used to study method.
copra
- 社区发现算法 copra，用于发现重叠社区-Community discovery algorithm copra, used to recreate the community
Data-dimensionality-reduction
- 该压缩文件为部分数据降维方法，有LTSA、HHLLE、ISOMAP、LLTSA、LLP-The compressed file for the partial data dimensionality reduction method, there are LTSA, HHLLE, ISOMAP, LLTSA, LLP
贝叶斯和KNN算法比较——基于Adult数据集
- 朴素贝叶斯算法和KNN算法比较，其中用到的数据集为adults(Comparison of Bias and KNN algorithms)