Sentence examples for dataset partition from inspiring English sources

We follow the dataset partition as Schuldt et al. [26] did, which is widely used.

One initial difficulty to overcame is represented by the circular notion that (i) we would like to partition the dataset without splitting the profiles that belong to a unique ncRNA, but at the same time and (ii) we need to have a parametric method to identify the extent of the underlying ncRNAs and the parameters have to be determined on a valid dataset partition.

Our prior scheme is applicable to pure horizontal and pure vertical dataset partitions.

The scheme presented in this paper does not consider dataset partitioning in the cloud because user's rating data are not stored in the cloud at all.

The top 500 ranked peaks and the smaller dataset partitions were searched using MEME [ 76] to detect any overrepresented motifs.

Concatenated maximum likelihood phylogeny inferred using RAxML, from the full 29 species, 107 locus dataset, partitioned by gene.

For the dataset partitioned only by gene and codons, we applied to each partition the GTRGAMMA (GTR+ Γ) + Invariant site option.

Dataset partitioning for concatenated BI runs (i.e., MrBayes) ranged from the most simple (unpartitioned) to highly complex (11 partitions; Table  1).

Phylogenetic estimates using ML were performed using both the combined, unpartitioned dataset as well as the combined dataset partitioned by locus (Additional file 2: Table S2).

Dataset partitions should be modeled individually to avoid error in phylogeny estimation reflecting the application of an average substitution model to multiple heterogeneous processes [ 42, 43].

As in the previous section we first employ an initial dataset partitioning in which the expression data is split into its annotated genes and unannotated ORFs.