are placed between these two clusters. in general, proteins with the same function form clusters along axes and proteins annotated with two different functions are placed between the corresponding clusters. overall, the yeast proteins with different types of molecular functions are well separated in ...
In these equations,TP(true positive) is the number of actual sites that are identified or predicted correctly.FN(false negative) is the number of actual sites that cannot be identified or predicted correctly.FP(false positive) is the number of false sites that are predicted byPASS. The value ...
For example, the observed statistics X i (i = 1, 2, ..., m) and null statistics Xi0b (i = 1, 2, ..., m; b = 1, 2, ..., B) from step 2 can be used to form an empirical Bayes estimate of Pr(L i → T i ), which is equivalent to an estimate of the probability...
The Gene Ontology is a controlled vocabulary for representing knowledge related to genes and proteins in a computable form. The current effort of manually annotating proteins with the Gene Ontology is outpaced by the rate of accumulation of biomedical kn
MDA-MB-435S cells can form progressively growing tumors in the lungs and regional lymph node metastases following injection into the mammary fat pad of 3-4 week old athymic nude mice [65]. In this study, the overexpression of Bmi-1 alone could not fully transform 76N-TERT or MCF-10A ...
The sensitivity and specificity of the peptide identification can be increased by various post-processing methods, for example calibration [9–12] and identification of non-peptide peaks [10,13,14]. The fact that peptide masses are not uniformly distributed across the mass range but form equidistan...
The constrained optimization problem for an LS-SVM has the following form: subject to: withekthe error variables, tolerating misclassifications in cases of overlapping distributions, andγthe regularization parameter, which allows tackling the problem of overfitting. It has been shown that regularization...
Mexico harbours one of the greatest biocultural diversities of the world, where multiple social and natural elements and systems form complex networks of interactions in which both culture and nature are mutually influenced. Biocultural states and processes are studied by ethnosciences, among them ethno...
Whereas a mixture of different genomotypes was recovered from rodents in Ålbo and Kumla, all strains isolated from rodents in Håtunaholm were identical in both ST and gene content. This suggests that environmental barriers in the form of water can lead to isolation and loss of genomic ...
Compact Design: The SMD packaging type and 8x10 size make it ideal for use in compact electronic devices, such as audio equipment and other small form factor electronics. Long Lifespan: The capacitor has a 4000h lifespan, ensuring a long-lasting performance and minimizing the need for replace...