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In total in the human genome, 196 clusters were either created or expanded by adding our predictions to those from RegEx and known miRNAs (from miRBase 9.1).
In the human genome, 341 clusters were either created or expanded by adding our predictions to those from RNAmicro and known miRNAs.
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In addition, two more disulfide bonds on BRIL were verified by LC/MS, adding our successful rate on BRIL to 6 out of 10 (60%), compared with a web-based prediction tool which yielded 30% successful rate (Table S2).
Prediction is accomplished by adding the predictions of each classifier.
Then, the same procedure was applied by adding AspicDB predictions to the set of RefSeq transcript structures.
There are two advantages using the composite PON for protein function predictions: one is to improve the accuracy for those nodes that already can be predicted with the corresponding small-sized single-genome PON, and the other is to improve the coverage by adding new predictions, albeit at lower accuracy.
Recent studies by the Meteorological Research Institute (MRI) of JMA and an upgrade of the JMA supercomputer system will allow JMA to improve the current system by adding predictions of the quantity of ash falls and information about expected lapilli falls.
Recently, there has been increased interest in tackling this lack of confidence by adding error bounds on predictions.
Our own approach complements this work by adding workload-based cost prediction.
Add a continuity correction to the count for each tally by adding 1 to each prediction tally and adding 0.5 to each error count.
By adding the domain domain interaction prediction step, we have more edges in the DDI graph and the recall value is increased significantly (at least doubled) comparing with the method of Ozawa et al. (2010) [1] while the average precision value is slightly better.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com