Sentence examples for maximizing variance from inspiring English sources

From Table 8, it can be seen that the optimum subset (maximizing variance and not linearly related) of unit test case metrics varies from one system to another.

Loading vector corresponding to each principal component should be determined based on the criteria that maximizing variance of latent variable as well as correlation coefficient between latent variable and dependent variable at the same time, which could be realized by maximizing the covariance of the latent variable and dependent variable.

First of all, traditional statistical methods highlight relationships among variables based only on mathematical criteria (e.g. maximizing variance or correlation among variables) and thereby do not always distinguish between correlations from biological origin and chance correlations that may arise because of the high dimensionality of the data and measurement noise.

PCA looks for projections to maximize variance and LDA looks for projections that maximize the ratio of between-class to within-class scatter as depicted in Fig. 3.

Because principal components maximize variance, the bulk of the information encoded by the selected features is about differences between classes in the dataset.

Five-point scales are generally recommended to maximize variance in responses, unless there is a compelling reason not to use such a scale (Bass et al. 1974; Clark & Watson 1995).

When the deviations are more Gaussian-like, the QHA basis vectors, which maximize variance, align well with the intrinsic orientation of the data (Figure S2 and description in Text S1).

A total of 200 data sets were generated to maximize variance [ 56].

Analysis of genetic variance revealed that dividing the genotype set by breeding populations maximized variance among populations while minimizing variance within populations (Qst; Table 5).

Therefore, we used the longer bedside version of the task in order to maximize variance in the semantic and phonemic scores.

Considering a worst case scenario where all H-bond probabilities were treated with equal probability to maximize variance, it was found that the VPG results for the RCD is a faithful representation of the ensemble-average results of the PG.