Sentence examples for using the lda method from inspiring English sources

Also, among the weighted averaging methods, a better performance is achieved using the LDA method.

To assess the degree to which barks could be correctly assigned and to determine which structural properties contributed most to differentiating between the different populations or callers, we then entered the selected variables into a linear discriminant analysis (LDA) using the lda function of the R package "MASS" (Venables and Ripley 2002) with a jack-knife leave-one-out method.

LDA for each of the four days was carried out on the normalized data using the lda function from the MASS package of the R language [21].

We performed linear discriminant analyses using the "lda" function in R (MASS package).

LDA was performed using the lda function from the R package "MASS".

We used the LDA implementation from the topic modeling toolbox [ 91].

The ISOLATE performance gain over LDA is not just simply due to a difference in the specific method that ISOLATE uses to compute differential expression: we computed differential expression using the same method as for LDA (ISOLATE-Lu) and see that its performance is still better than LDA in many cases.

The data were analysed using the multidimensional methods: PCA, LDA and k-NN.

Once the saliency map is extracted (using the visual attention method), we apply a Linear Discriminant Analysis (LDA) [9] to estimate the probability of object presence.

The proposed 2D DGHM-based method is first compared with the classical 2D-PCA [25], 2D-LDA [27], 2D-CCA [29], and 2D KCM [43] methods as these methods represent competitive algorithms in the area of constrained face recognition using the PCA, LDA, CCA, and orthogonal moments, respectively.

The diagnostic sensitivity and specificity of 95.2 and 90.9%, respectively, for identifying dysplasia from normal gastric tissue can be achieved using the PCA-LDA model, which had almost a 10% improvement in diagnostic accuracy compared with the empirical method.