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The validation metrics were calculated with two different datasets; a dataset of event documentations reporting flooded areas and a dataset of insurance claims.
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The HMMs represent sequences of normal events and are derived from a clean dataset of events.
As such, it is acceptable to test the Smoothing F Model against the historical dataset of events unrelated to late Quaternary faults (Table 2).
We also separated the datasets of events into four sides for the analysis based on magnetic local time (MLT).
The second, a quantitative analysis of a 2-year Twitter dataset of news events reported by U.S. and U.K. media, which we explore using data mining techniques on our event representations.
Using the previously described data extraction techniques, we collected a dataset of news events spanning from August 2013 to June 2015.
Analysis of a large dataset of editing events reveals more information on sequence and structural motifs characterizing the A-to-I editing process RNA Editing is a post-transcriptional modification of mRNA [ 1- 4], which may result in the synthesis of proteins that are not directly encoded in the genome.
For the Yin et al. (2016) dataset, most of events have higher rocking than torsion, with only a few with higher torsion.
From this we created a dataset including date of event (an event being a birth, death or movement), location type and number of animals involved in the event.
For the main outcome at each cancer site, we graded the evidence for study quality and for the risk of bias: study quality was based on the number of datasets, number of events, width of CIs, and heterogeneity; risk of bias was mainly based on type of study and adjustment for confounders.
Even though a mere 1% of PubMed was analyzed in this study, the result is a large dataset of over 160 000 events extracted by a state-of-the-art event extraction system as well as 177 000 PubMed citations processed with the essential NLP tools.
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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