Sentence examples similar to the significant data components from inspiring English sources

The data components of the project presented significant problems to the responders.

Contextual issues in countries visited were explored through the significant qualitative data collection component of the PEPFAR evaluation.

Classification was performed by looking at the nearest neighbors of an individual in the space spanned by the significant principal components of the genotype data (see Methods for details).

The compound specific isotope analysis (CSIA) produces a significant data set for meteoritic organic components and exposes the reaction mechanisms and possibly source environments from which the organic constituents have been formed.

But the data component adds an extra layer of complexity.

We analysed the number of principal components explaining significant amounts of variation in non-normalized data and found that 6 were significant (data not shown).

The theoretical and practical developments that have occurred over recent years mean that researchers can now successfully apply FPCA to many practical problems, with main attention given to the reduction of data dimensions to a finite level and identification of the most significant components of the data.

PCA reduces the dimensionality of the data and retains the most significant components that account for the greatest variation of the original data [13 16].

The compressed FRFs, represented by their projection onto the most significant principal components, were then used as the ANN input variables instead of the raw FRF data.

This decomposition is where the separation of the more significant low-frequency components from the less significant high-frequency components takes place.

Random Matrix Theory estimates the number of significant components of a data covariance matrix by comparing the statistics of the observed eigenvalues obtained from PCA with those obtained from a random matrix.