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When we applied causal disease associations to predict new disease genes, the majority of predictions proposed for obesity, T1DM, and T2DM could be supported by references to scientific literature.
And yet the vast majority of predictions about the future of political power in the digital age still sound irritably Pollyannaish.
The majority of predictions about the impacts of climate change on wildlife have relied either on the study of species' physiological tolerance or on broad-scale distribution models.
Given that 74 out of 75 compounds in the training set and 23 out of 25 in the test set have negative log S values, we expected that the overwhelming majority of predictions would be of negative log S values.
More precisely, a systematic bias occurs when the majority of predictions are close to each other, but all are wrong, as represented by the black instances in Fig. 2.
The scatter plots of test data (lower panels in Figs. 2, 3) show a vast majority of predictions around 25 m, thus having a flattened oval shape along the X-axis.
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Due to these difficulties, the majority of prediction tools available for B cell epitopes are based on linear prediction methods.
True positive identifications, for instance highly conserved genes, are likely to be present throughout different evidence information, whereas false positive identifications are not expected to be simultaneously present in the majority of prediction results and can thus be filtered out.
The HuMiTar's predictions cover majority of the predictions of the best-performing competing methods such as PicTar, TargetScanS, and NBmiRTar.
Comparison with the two best performing traditional methods, PicTar and TargetScanS, and a representative ML method that considers the non-seed positions, NBmiRTar, shows that HuMiTar predictions include majority of the predictions of the other three methods.
FProm made the majority of the predictions, 77% of the total CpG-rich predictions and 92% of the CpG-poor predictions.
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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