Sentence examples for by using a weighting from inspiring English sources
WPCA is a special variety of PCA in which data points are weighted proportional to the measurement accuracy at those points by using a weighting matrix [ 34].
This proposed algorithm modifies the block LMS source localization algorithm [1] to robustify the block LMS algorithm against outliers by using a weighting matrix which is given as the inverse of the square error or an exponential function with a negative exponent.
We avoid the information loss and biases of LD pruning by using a weighting scheme based on LD.
By using a weighting method for genotypes that uses their frequency of occurrence, we achieved higher precision in accuracy prediction compared to an unweighted hamming distance.
This is obtained by using a weighting disk, consisting of five interlocking coloured disks that can be rotated around a central point to form a pie chart.
Additional advantages of the approach we propose include weights that do not vary markedly according to sample size and that the user can readily tune the weights which are allocated by using a weighting factor that can be adjusted as appropriate for the dataset being analyzed.
The system is further reinforced by using a weight support mechanism to enhance the performance for supporting heavy payloads and/ or developing large isolation table.
Hence in 2012, a new class of generalized fractional integrals and derivatives defined by using a weight function and a scale function was introduced in [17].
By using a weight function (one possible function is given in the Additional file 1: Table S2) our algorithm is able to predict biologically feasible deletions first.
From the FCA-based methods, the E2SFCA method is preferred because it accounts for distance decay by using a weight function [ 3, 6].
Sverdlov et al. [ 18] constructed a dynamic model of intron insertion by using a weight matrix for the proto-splice sites and inserting introns with a probability proportional to the weight matrix score.
