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Large emitters show moderate biases (within 10%) and about 75% of countries have differences within 25%, independent of input dataset.
In order to decrease the dimensions of input dataset by summarizing their most important modes of variability and correlations to the reference dataset, a technique named singular value decomposition (SVD) is used.
Flink exhibits better scalability, especially after 90 M records of input dataset size.
A detailed description of input dataset files is given in the user guide provided with the application so that the user can manually prepare input files in the required format.
To address these issues and enhance the performance, many invariants of ELM have been developed in the past several years, such as considering the distribution of input dataset done by Cao et al. [ 28] and utilizing the differential evolutionary method for parameter optimization by Zhu et al. [ 29] and Cao et al. [ 30].
In our personal experience, CAP3 is a highly conservative algorithm, which while being very precise about which sequences are placed together, produced significantly large numbers (≈80% of input dataset) of 'singlet' (or singleton) clusters when using 90% identity and 40 base overlap as parameters (Bragg, unpublished data).
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Aerodynamic modelling was undertaken using a range of input datasets that may be available to those who manage pit lake systems.
In a thorough clustering review by Fortunato [40], the InfoMap algorithm was shown to have one of the best overall performance investigating a variety of input datasets.
Table 1 lists the number of input datasets, the depth ranges for each sector, the directions of the three principal stresses, the R value, and the average misfit.
For both biophysical and meteorological variables a variety of datasets are available - here it would be beneficial to set standards in terms of input datasets, thus allowing for easier inter-model comparison.
Analysis was employed to identify the gene ontology (GO) term and KEGG (Kyoto encyclopedia of genes and genomes) pathway groups that most accurately represented the phenotypes of input datasets.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com