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Data on the class, type, and quantity of alkaloids present within individual frogs are available in Additional file 1. Numerous authors have postulated that the mimetic complexes of Ranitomeya represent a Müllerian system (e.g., [ 12, 15, 22- 24]), and recent experimental evidence supports the hypothesis of Müllerian mimicry based on learned avoidance by predators [ 17, 29].
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Although these approaches have succeeded in providing better results, they are usually computationally exhaustive, hard to implement, or use particular assumptions either on the noisy data or on the class of the data estimator.
In addition to helping students, the online p-sets give TAs aggregated data on how the class as a whole is doing and where there may be shared areas of confusion.
We used Bayesian regularized neural networks to model data on the MHC class II-binding affinity of peptides.
For data on the NYHA class, the model was adjusted for the baseline value.
Here, we put into context recent data on the HLA class II region in MS, including allelic heterogeneity, gene-environment interactions and epigenetics.
Sequence data on the MHC class I region is available from zebrafish [ 9], fugu [ 10], medaka [ 11, 12] and rainbow trout [ 6].
When searching for opsins by screening cDNAs as we have done in the current study, it is difficult to know when to stop because there is far less functional data on the UV class of photoreceptor than either the blue or the long wavelength.
Further preclinical and clinical data on this class of agents in breast cancer are awaited with interest.
The best set of features was then transformed into a new space to linearly separate the data based on the classes by applying LDA.
These observations are in accordance with previously published data on the presence of class 1 and 2 PDZs [8] and class 1 PDZ binding [18], [19].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com