Sentence examples for contribution of each dataset from inspiring English sources
Due to the uneven size of the datasets, we have also reported the contribution of each dataset to the set of shared scaffolds.
Visual Integration for Bayesian Evaluation (VIBE) 2.0 offers a simple and flexible approach to fuse complementary datasets and dynamically evaluate the contribution of each dataset.
Our solution to this issue was to regularize the Bayesian learning process using mutual information between datasets as a prior to upweight or downweight the total possible contribution of each dataset.
To estimate the contribution of each dataset to the overall support of each node, partitioned Bremer support (PBS) values [ 46- 49] were calculated using TreeRot v.3 [ 50] and PAUP* using only the parsimony informative characters for each dataset and 1000 random addition replicates.
The relative contribution of each eigengene to each dataset is measured with the fraction of variance it captures, calculated as the ratio of the square of the corresponding diagonal element in matrix C (or S) with the sum, scaled with the length (inner product) of the corresponding eigengene vector (Eq. 2).
The admixture proportions were sampled from a Dirichlet distribution and represent the contribution of each founder to the dataset.
Additional file 1: Tables S2 and S3 describe the amount of sequence belonging to different repeat classes in the PReDa and RE datasets, with the individual contribution of each species shown for the latter dataset.
Histogram at top shows the fractional contribution of particles from each dataset to each Group.
The resulting dataset not only permits to estimate the contribution of each factor to the measured response variable, but also robustly captures the interactions between the different factors (Antony, 2003; Mutalik et al., 2013).
We therefore performed two additional analyses in order to determine the potential contribution of built-in dataset factors.
Our aim is to maximize the potential contribution of the collection dataset to the development of an international database and the creation of composite core collections.
