Sentence examples for the datasets over from inspiring English sources

Although some effort has been made to increase the representation of heterotrophic and uncultivated taxa in the datasets over the past five years [18], [19], [21], [23], the taxon bias remains.

Then, formula (1) allows us to display variables that belong to any of the datasets over the kernel PCA representation of samples, simultaneously.

Fig. 1 Distribution of the number of tweets in the dataset over time.

Principle component analysis (PCA) was then applied to analyze the dataset over first two dominant principal components axis.

The matrix completeness of the dataset, calculated as the number of compound-target combinations present in the dataset over the total number of possible compound-target combinations, was 10.3%.

In this revised model, the assumption of state of the art (SOA) on product release is dropped, technical progress is measured iteratively over time, the effective time elapsed between the SOA and a no longer SOA has been refined to include a weighted average, and a means of utilizing proxy Decision Making Unit (DMUs), was implemented to maintain the dataset over time.

On the basis that the same principle can be applied to feature selection, we describe two approaches: (i) homogeneous, i.e., using the same feature selection method with different training data and distributing the dataset over several nodes; and (ii) heterogeneous, i.e., using different feature selection methods with the same training data.

No additional parishes were included in the dataset over the course of the 1780s and 1790s, making it likely that this was a real change rather than one due to the changing composition of the sample.

The first column lists the signaling or metabolic pathways; the second the score value; the third the ratio, which represents the proportion of genes from the dataset over the total number of genes in the pathway; and the fourth the number of focus genes.

This prediction was originally tested in 100 organisms [ 1] and a similar analysis expanded the dataset to over 14,000 organisms [ 3].

Table 2 summarizes the evolution of the number of chemicals for the 13 datasets over the three steps.