Sentence examples for discriminate the two groups from inspiring English sources
Here, linear discriminant analysis (LDA) and orthogonal corrected PLS-based discriminant analysis (OPLSDA) [39] [40] were used to discriminate the two groups of mice submitted to a time-course study of the effects of maize protein extracts.
Results show that interference management is the most likely variable to discriminate the two groups.
The SVM classification analysis gave clear-cut patterns that discriminate the two groups.
We used a support vector machine (SVM) classification, extracting the mean metabolism from the metabolic patterns, or networks, that discriminate the two groups.
The nu-SVM classification analysis had a good generalization and could discriminate the two groups with an accuracy of 65% (computed by n-fold cross validation, greater than chance >57%).
This methods selects uncorrelated genes which best discriminate the two groups in internal cross-validation.
The magnitudes of the coefficients given by Fisher's discriminant function directly show the importance of corresponding predictors and their contributions to discriminate the three groups (Table 3).
Further, the immune parameters that emerge as significant in the univariate analysis (ANOVA) are not necessarily those that discriminate the four groups as determined by our multivariate approaches.
The features that can best discriminate the four groups of patients were ranked by the mRMR (Maximum Relevance & Minimum Redundancy) [10] principle.
Using the mRMR program downloaded from http://penglab.janelia.org/proj/mRMR/, genome-wide 11,271 genes were ranked and the first 500 genes were chosen as potential candidates to discriminate the four groups of patients (ABC dead, ABC alive, GCB dead, and GCB alive).
We have used two simple methods of statistical analysis to select the variables that may discriminate the three groups of samples, and proceeded to use these two separate data sets for possible classification of the samples into their respective groups.
