All entries tagged: "cross-validation"

All entries tagged : "cross-validation"

Articles per year:

Title	Author(s)	Year	Tags
Cross-validatory estimation of the number of components in factor and principal components models	Wold	1978	cross validation
Predictive ability of regression models. Part I: Standard deviation of prediction errors (SDEP)	Cruciani, Baroni, Clementi, Costantino, Riganelli and Skagerberg	1992	cross validation PLS prediction error regression
Cross-validatory choice of the number of components from a principal component analysis	Eastment and Krzanowski	1982	cross validation PCA SVD
Cross-validation in principal component analysis	Krzanowski	1987	cross validation influential observations jackknife PCA variable selection
A PLS kernel algorithm for data sets with many variables and few objects. Part II: Cross-validation, missing data and examples	Rännar, Geladi, Lindgren and Wold	1995	cross validation expectation maximization kernel method large data missing data
Kernel-based PLS regression; cross-validation and applications to spectral data	Lindgren, Geladi and Wold	1994	application cross validation image kernel method
Kernel-PCA algorithms for wide data Part II: fast cross-validation and application in classification of NIR data	Wu, Massart and de Jong	1997	application classification cross validation kernel method NIR
Cross-validation methods in principal component analysis: A comparison	Diana and Tommasi	2002	cross validation
Principles of proper validation: use and abuse of re-sampling for validation	Esbensen and Geladi	2010	cross validation resampling
Cross-validation of component models: A critical look at current methods	Bro, Kjeldahl, Smilde and Kiers	2008	cross validation PCA
Partial least squares analysis with cross-validation for the two-class problem: A Monte Carlo study	Ståhle and Wold	1987	cross validation t-test