canonical correlation वाक्य
उदाहरण वाक्य
मोबाइल
- PCA is also related to canonical correlation analysis ( CCA ).
- V 2 is the mean square canonical correlation between the variables.
- This property is the basis for principal components analysis and canonical correlation.
- Canonical factor analysis seeks factors which have the highest canonical correlation with the observed variables.
- Demonstrating that PLS regression is of a similar kind to the well-known canonical correlation in multivariate statistics.
- The canonical correlations \ operatorname { corr } ( U, V ) is equal to the cosine of principal angles.
- Visualization of the results of canonical correlation is usually through bar plots of the coefficients of the two sets of variables for the pairs of canonical variates showing significant correlation.
- If it is band-diagonal it can be transformed into a block-diagonal form e . g . by means of a generalised Canonical Correlation Analysis ( "'gCCA "').
- Algorithms capable of operating with kernels include the kernel perceptron, support vector machines ( SVM ), Gaussian processes, principal components analysis ( PCA ), canonical correlation analysis, ridge regression, spectral clustering, linear adaptive filters and many others.
- Under this assumption, the ground state of the free electron gas can be adiabatically transformed into the ground state of the interacting system and this gives rise to an inelastic scattering length so that the canonical correlation length exponent can be compared to the measured critical exponent.
- Feature extraction and dimension reduction can be combined in one step using principal component analysis ( PCA ), linear discriminant analysis ( LDA ), or canonical correlation analysis ( CCA ) techniques as a pre-processing step followed by clustering by K-NN on feature vectors in reduced-dimension space.
- SEM evolved in three different streams : ( 1 ) systems of equation regression methods developed mainly at the Cowles Commission; ( 2 ) iterative maximum likelihood algorithms for path analysis developed mainly by Karl Gustav J�reskog at the Educational Testing Service and subsequently at the University of Uppsala; and ( 3 ) iterative canonical correlation fit algorithms for path analysis also developed at the University of Uppsala by Hermann Wold.
- His habilitation thesis focused on multiple regression models of global development, based on data from the World Bank and Volker Bornschier as well as the " World Handbook of Political and Social Indicators III ", and tests the relevance of socio-liberal approaches to world development, already inherent in the writings of classical social democratic development theories in Europe in the 1930s with multiple regression and canonical correlation models.
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