Sentence examples for increased dataset from inspiring English sources

While resampling itself requires a linear increase in the amount of computer time necessary for a particular calculation, the increased dataset size made possible by the new data collection methods causes the needed computer time to increase substantially as well.

The majority of our analyses indicate that increased dataset size results in improved branch length estimates.

In a Bayesian framework, the partition with the worst model estimates (3rd codon positions) produced relatively accurate branch length estimates compared to other partitions with better-estimated models, although this may also reflect increased dataset length.

We hope to expand EssOilDB in future versions, with increased dataset of specific environmental conditions and comprehensive details of essential oils, including information on potential industrial applications of compounds, their chemical structure, biosynthetic sources and genomic properties, if any.

Results from all simulations indicate that estimated volume decreases as more data are used; however, this is dependent on the spacing and distribution of the data points, with lower standard deviation for increased dataset size also likely related to better spread of data around the source.

As an extension, future work could explore the mechanisms of how these features cooperatively regulate open chromatin structure and their causal relationships, based on increased datasets.

In the future, developments in bioinformatics may also help to handle the increased datasets resulting from the use of ion mobility separation as an additional dimension in the data.

However, most clustering algorithms suffer from two drawbacks: they do not scale well with increasing dataset sizes and often require proper parametrization which is usually difficult to provide.

With increasing dataset sizes, current best practice of manually reviewing videos to classify the occurrence of driving behaviours, including those that are indicative of distraction, is becoming increasingly impractical.

Figure 5b shows that execution time increases nearly linearly with increasing dataset size.

The results have been analysed based on various sizes of datasets, better results have been achieved with increasing dataset size.