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An extensive empirical analysis on real and publicly available datasets shows very good out-of-sample performances of our model.
Brooks says recent work he has done using newly available datasets shows that, across a portion of Tornado Alley, there has been slight increases in CAPE values and slight decreases in wind shear from 1960 to 2008 in a portion of Tornado Alley, but the variability from year-to-year overwhelms the longer-term signal.
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Finally, experiments on publicly available datasets show that the proposed algorithm achieves better performance than several related methods.
Our benchmark tests on simulated data and three publicly available datasets show that HMMSplicer is able to detect junctions in compact and mammalian genomes with high specificity and sensitivity.
Results: Our analysis of three publically available datasets showed a substantial improvement in RNA structure prediction by RNAG over extant prediction methods.
An analysis of available expression datasets shows that FMR1 mRNA is expressed in different tissues and in cancer cell types (https://www.genevestigator.com/gv/).
Based on a thorough empirical evaluation using several publicly available datasets, we show that our method is able to significantly and consistently improve retrieval results every time a new type of invariance is incorporated.
Experiments were conducted on 18 publicly available datasets and showed that the cascaded algorithms achieved considerable speed-ups over the original AdaBoost.M2, AdaBoost.OC and AdaBoost.ECC in both training and detection runtimes.
Our annotation emphasizes the inherent modularity in the available datasets, as shown by mapping the extracted modules to known complexes.
Using a variety of publicly available datasets, we show that this bias is widespread and not related to the physiologic or pathologic process under analysis.
Experimental results on both synthetic and publicly available PD datasets show promising results.
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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