Sentence examples for by linear discriminant analysis from inspiring English sources
Cross-validated principal component analysis (PCA) with optimised principal components (PC) factors followed by linear discriminant analysis (LDA) was conducted in order to discriminate between cancer vs. non-cancer patients (Fig. 6).
To address this, a feed-forward artificial neural network (ANN) method assisted by linear discriminant analysis (LDA) and principal component analysis (PCA) was developed for the spectroscopic discrimination of cracked spores of Ganoderma lucidum from uncracked spores.
Figure 7: Definition of a clinical subtype predictive model by linear discriminant analysis.
Classification was performed by linear discriminant analysis (LDA).
Bacterial taxa significantly differentiated between Nursing and Weaned group identified by linear discriminant analysis coupled with effect size (LEfSe) using the default parameters.
These patterns are highly repeatable and are characteristic for individual proteins at nanomolar concentrations, and can be quantitatively differentiated by linear discriminant analysis (LDA).
Those 11 features were selected, along with patient age, and merged together by a linear discriminant analysis (LDA) classification model trained by using 1005 previously existing cases.
The high dimensional vectors encoding these flow fields were reduced in size by applying a Principal Component Analysis (PCA) followed by a Linear Discriminant Analysis (LDA).
The mtk-QSBER model was created by using linear discriminant analysis (LDA) for the classification of compounds as positive (high biological activity and/or low toxicity) or negative (otherwise) under many experimental conditions.
The produced data-set (experimental factors values and qualitative XRD responses for 72 syntheses) was explored by stepwise linear discriminant analysis (LDA): SiO2/Al2O3 molar ratio was identified as the most influent synthesis variable, discriminating between a region rich in amorphous materials and a region where the formation of MFI zeolite is favoured.
The 13-dimensional perceptual linear prediction features (PLP) with rolling-window mean-variance normalization and up to third-order derivatives are reduced to 39 dimensions by heteroscedastic linear discriminant analysis (HLDA).
