Sentence examples for method of data reduction from inspiring English sources

PCA is a method of data reduction.

Quantisation is easy to implement method of data reduction that requires little power expenditure.

A previous model, based on energy balance considerations, was applied to interpret the experimental results, together with an original method of data reduction, allowing for the isolation of the maximum energy portion due to indentation and vibrational effects.

ML can also be used to identify possible biomarkers in the form of feature selection (FS), a method of data reduction.

It is unknown which method of data reduction for VPA data is the best in terms of maximizing the discriminative or predictive validity of vaginal photoplethysmography.

The process of qualitative data analysis will use the three step method of data reduction, data display, and drawing conclusions/verification [ 49].

The first approach contains two methods of data reduction (by Dixon and Mood as well as that by Zhang and Kececioglu) based on simulated staircase test data.

Using commonly accepted methods of data reduction such as factor analysis and reliability analysis, the survey items are grouped to represent quality indicators, resulting in a quality rating for each indicator (also known as composites) [ 8, 9].

Developments in chemometric techniques have facilitated the use of spectroscopic methods because of data reductions allowing more rapid analysis, data extraction, manipulations, and interpretations made possible by increased computing capabilities.

Significant scatter is observed in the small crack growth rates, and the implications of data reduction methods are discussed.

The purpose of this article is to provide an overview of data reduction methods, including principal components analysis, factor analysis, reduced rank regression, and cluster analysis.