Sentence examples for based on the discriminant from inspiring English sources

This strategy is based on the discriminant calculations of polynomials associated with the stability transitions of the LTI system at hand.

The classification was based on the discriminant value of the data point, which is output by the SVM.

Based on the discriminant analysis, the predicted probability of disease resulted to range between 85 % and 100%% for almost all disease cases.

Thus, to investigate the consistency of the results based on the discriminant scores among different subpopulations defined by cancer stage and histological type, a subgroup analysis was performed using both study data set and the test data set.

Based on the discriminant function coefficients (Additional file 2), we interpreted the first discriminant function as a measure of team orientation and the second as a measure of individual nurse orientation.

The accuracy of class prediction using two genes on the Training Sample Set was then estimated through cross-validation (10% of samples were randomly extracted and classified based on the discriminant function calculated on the remaining cases).

The results indicate that both methods perform adequately, and the Gaussian naïve Bayes classifier provides estimates as good as those based on the linear discriminant analysis for the given data set.

Then, we considered four combination methods, i.e. the mean rule, the product rule, the dynamic score selection technique, and a linear combination based on the linear discriminant analysis.

Three models based on the factorial discriminant analysis (FDA), the multinomial logistic regression (MLR) and the classification and regression trees (CART), respectively, were developed to classify different types of landscape structures.

Based on the derived discriminant functions, classification functions can be computed.

The results of the species classification based on the linear discriminant analysis were found comparable with the corresponding results reported by the previous studies.