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Kernel density estimation (KDE) was applied on two datasets composed by the mosquito pools positive for WNV and USUV.
Using common size datasets composed by 220 samples equally distributed between positive and negative cases, we found 139, 318 and 96 high scored genes (average score > 3) for COAD, LUAD and PRAD, respectively.
Then we generated 1000 datasets composed by randomly chosen peaks, each containing the same number of regions with the same length (200 bps) and the same nucleotide distribution as true regions.
Its utilization in phylogenetic studies has been frequent for datasets composed by individual and concatenated mitochondrial DNA gene fragments (e.g., only in the case of beetles and for concatenated data: [ 7, 54- 61]).
If we look at Additional file 3: Table S2 where there is reported the average frequency of amino acids, calculated by DisProt and PDB25 datasets composed by disordered and ordered proteins [ 49], we can note that amino acids which confer lower thermodynamic stability to the structural organization of proteins are exactly those expected to be higher in intrinsically disordered proteins.
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On one benchmark dataset composed by marriage records we outperform previous results on a similar task.
The evaluation has been carried out using a large, publicly available dataset composed by videos representing different realistic applicative scenarios.
Wang et al. [36] provides a TripAdvisor dataset composed by 9114 hotels, 7452 users and 127 517 hotel reviews.
For every iteration we name training T the dataset composed of (k-1) partitions, and test (the the dataset composed by the remaining partition.
For validating our method on real data, it is proposed to analyze a dataset composed by pedestrians' trajectories in an indoor environment.
We use two real-world annual datasets, a dataset composed by 112 time series of precipitation and another composed by 185 time series of temperature, as well as their respective standardized datasets, to conduct several real-world experiments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com