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We show that including the geographical information is a key ingredient in achieving predictive power.
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For the above reasons we can consider TV show competitions as a case study for the use of open source indicators to achieve predictive power, or simply beating the news, about social phenomena.
In most of the comparisons, it achieves predictive power and model separation as high as the optimal hold-out partitioning scheme.
In Figure 5(C) and (D) we can observe that we are able to achieve greater predictive power using Twitter features in predicting multiplex links than Foursquare links in Figure 5(A) and in using Foursquare features in Figure 5(B), with the highest AUC scores of 0.82 and 0.84 for each set respectively.
This tool has been utilized in a mature 3D visual discomfort assessment framework which achieves good predictive power [7].
In our second prediction task, we test this assumption by observing if we are able to achieve higher predictive power across cities when testing on the presence or absence of a multiplex link.
These genomes (especially those from Eukaryotic species) are distinct from E.coli, which has been used for training purposes, and smyRNA still achieves high predictive power on rediscovering known ncRNAs.
However, the employment of novel measurement techniques by itself is insufficient to achieve high predictive power.
The results also highlight that multiple models achieve comparable predictive power and are, thus, difficult to exactly discriminate from the data.
Furthermore, we show that even the best adaption of rFBA to simulation of human cell is still not able to achieve the predictive power of QSSPN (Table 1).
To achieve greater predictive power for hypertension and to compare the powers of individual physical factors and combined physical factors, two machine-learning algorithms (LR and NB) and a wrapper-based feature selection technique with an exhaustive search were used.
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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