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plot-cars-lda-mcs
- 五组在matlab中应用的小程序:(1)carspls and carsplslda,竞争性自适应重加权算法(cars)筛选特征变量,并建立PLS定量或定性模型(2)mcuvepls 蒙特卡罗抽样无关信息消除后,建立PLS定量和定性模型(3)osc,正交信号校正的多变量数据处理方法(4)plot cars-lda-mcs,表征cars-lda-mcs的结果(5)demo 对以上carspls and carsplslda,mcuvepl
cva3
- 基于CVA+som的故障诊断,0为simple SOM,1为PCA+SOM, 2为CCA+SOM(CCA与PLS算法相同),3为LDA+SOM, -Based on CVA+ som fault diagnosis, 0 for the simple SOM, 1 for the PCA+ SOM, 2 for the CCA+ SOM (CCA and PLS algorithm the same), 3 for the LDA+
CARS_PLSLDA_V3.50
- 用于光谱波长选择的cars,spa等方法以及定性分析 的PLS-LDA方法(Cars, spa and other methods for spectral wavelength selection and PLS-LDA methods for qualitative analysis are used)
plsAlda
- 进行pls+Lda对数据分类,适用于光谱文件进行预处理,降维(Classification of data by pls+Lda)
airpls-pls-lda
- airpls扣掉原始数据荧光背景,pls提取主成分,lda进行线性判别分析。程序和数据完整,不懂欢迎询问(Airpls's original data of fluorescence background, pls principal component extraction, linear discriminant analysis. Program and data integrity, welcome to inquire)