Statistic Data-driven statistical learning methods

Title: Statistic

Category:
matlab
Tags:
[Matlab] [源码]
File Size:
171kb
Update:
2012-11-26
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Uploaded by:
huzhikun_760204

Description: Data-driven statistical learning methods, including PLS, PCA, ICA, can do researching on fault diagnosis

Downloaders recently: [More information of uploader huzhikun_760204]

To Search: ICA PCA

[ica_demo] - ICA an example of the algorithm, suitabl
[faultdianosis] - This is an introduction ICA in a dynamic
[cilunzhenduan] - Gear fault diagnosis source code, especi
[PLS_Toolbox21] - PLS_Toolbox for fault detection and diag
[class] - This is what I have written based on ada
[KPCA] - kernel PCA
[KPCA_SVM_Train] - KPCA and SVM fault diagnosis method comb
[NonlinearICA_Toolbox] - independent component analysis (ICA)
[kernel-ica] - clustering with KICA
[AdaBoost] - Adaptive Programming using MATLAB enhanc

File list (Check if you may need any files):

Filename Size Date
国外一个matlab工具箱 里面包括mlr pca pls kpcr等\Center.m
...............................................\.hemoAC_Toolbox\CALIB\FAST\FPCRPRD.M
...............................................\...............\.....\....\PLSF.M
...............................................\...............\.....\LWR\LWRCV.M
...............................................\...............\.....\...\LWREV.M
...............................................\...............\.....\...\LWRPRED.M
...............................................\...............\.....\MLR\CHECKSON.M
...............................................\...............\.....\...\CHECKSUB.M
...............................................\...............\.....\...\GA0.M
...............................................\...............\.....\...\GA1.M
...............................................\...............\.....\...\GAINIT.M
...............................................\...............\.....\...\GAMUT.M
...............................................\...............\.....\...\GEOMEAN.M
...............................................\...............\.....\...\MLR.M
...............................................\...............\.....\...\MLRCV.M
...............................................\...............\.....\...\MLREV.M
...............................................\...............\.....\...\MLRPRED.M
...............................................\...............\.....\...\STEPMLR.M
...............................................\...............\.....\...\STEPSON.M
...............................................\...............\.....\...\STEPWISE.M
...............................................\...............\.....\...\SWT01.MAT
...............................................\...............\.....\...\SWT05.MAT
...............................................\...............\.....\NNET\DRAWNN.M
...............................................\...............\.....\....\KOLMOG.M
...............................................\...............\.....\....\KOLNORM.M
...............................................\...............\.....\....\KOLSMIR.MAT
...............................................\...............\.....\....\LEVMARQ.M
...............................................\...............\.....\....\LINFIT.M
...............................................\...............\.....\....\LMEVAL.M
...............................................\...............\.....\....\NNMODEL.M
...............................................\...............\.....\....\NNPRED.M
...............................................\...............\.....\....\PMNTANH.M
...............................................\...............\.....\....\RANGENEW.M
...............................................\...............\.....\PCR\PCRCV.M
...............................................\...............\.....\...\PCREV.M
...............................................\...............\.....\...\PCRPRED.M
...............................................\...............\.....\...\PCRSEL.M
...............................................\...............\.....\...\PCRUVE.M
...............................................\...............\.....\...\PCRUVECV.M
...............................................\...............\.....\.LS\PLSCV.M
...............................................\...............\.....\...\PLSCVSIM.M
...............................................\...............\.....\...\PLSCVWIM.M
...............................................\...............\.....\...\PLSEV.M
...............................................\...............\.....\...\PLSPERT.M
...............................................\...............\.....\...\PLSPRED.M
...............................................\...............\.....\...\PLSSIM.M
...............................................\...............\.....\...\PLSUVECV.M
...............................................\...............\.....\...\RCEPLS.M
...............................................\...............\.....\STATS\DURBIN.M
..........................

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Filename	Size	Date
国外一个matlab工具箱	里面包括mlr	pca	pls	kpcr等\Center.m
...............................................\.hemoAC_Toolbox\CALIB\FAST\FPCRPRD.M
...............................................\...............\.....\....\PLSF.M
...............................................\...............\.....\LWR\LWRCV.M
...............................................\...............\.....\...\LWREV.M
...............................................\...............\.....\...\LWRPRED.M
...............................................\...............\.....\MLR\CHECKSON.M
...............................................\...............\.....\...\CHECKSUB.M
...............................................\...............\.....\...\GA0.M
...............................................\...............\.....\...\GA1.M
...............................................\...............\.....\...\GAINIT.M
...............................................\...............\.....\...\GAMUT.M
...............................................\...............\.....\...\GEOMEAN.M
...............................................\...............\.....\...\MLR.M
...............................................\...............\.....\...\MLRCV.M
...............................................\...............\.....\...\MLREV.M
...............................................\...............\.....\...\MLRPRED.M
...............................................\...............\.....\...\STEPMLR.M
...............................................\...............\.....\...\STEPSON.M
...............................................\...............\.....\...\STEPWISE.M
...............................................\...............\.....\...\SWT01.MAT
...............................................\...............\.....\...\SWT05.MAT
...............................................\...............\.....\NNET\DRAWNN.M
...............................................\...............\.....\....\KOLMOG.M
...............................................\...............\.....\....\KOLNORM.M
...............................................\...............\.....\....\KOLSMIR.MAT
...............................................\...............\.....\....\LEVMARQ.M
...............................................\...............\.....\....\LINFIT.M
...............................................\...............\.....\....\LMEVAL.M
...............................................\...............\.....\....\NNMODEL.M
...............................................\...............\.....\....\NNPRED.M
...............................................\...............\.....\....\PMNTANH.M
...............................................\...............\.....\....\RANGENEW.M
...............................................\...............\.....\PCR\PCRCV.M
...............................................\...............\.....\...\PCREV.M
...............................................\...............\.....\...\PCRPRED.M
...............................................\...............\.....\...\PCRSEL.M
...............................................\...............\.....\...\PCRUVE.M
...............................................\...............\.....\...\PCRUVECV.M
...............................................\...............\.....\.LS\PLSCV.M
...............................................\...............\.....\...\PLSCVSIM.M
...............................................\...............\.....\...\PLSCVWIM.M
...............................................\...............\.....\...\PLSEV.M
...............................................\...............\.....\...\PLSPERT.M
...............................................\...............\.....\...\PLSPRED.M
...............................................\...............\.....\...\PLSSIM.M
...............................................\...............\.....\...\PLSUVECV.M
...............................................\...............\.....\...\RCEPLS.M
...............................................\...............\.....\STATS\DURBIN.M
..........................