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For each criterion, we must assign a weight that describes its relativity importance.
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That is, the input layer learns weights that describe complete spectrogram patches.
Instead of using rules, an internal understanding of the pattern recognition space is automatically inspired in the form of weights that describe the strength of the connections between the network processing units.
where XCi(m) means the membership degree of m belonging to class C i, XCij(m j ) is the membership degree that m j fits the status denoted as C ij according to Equations 11 to 16), and w = [0.3, 0.45, 0.25] is an empirical weight vector that describes the relative significance of each measure.
W is the row-normalized weight matrix that describes the spatial structure of the data.
We used the FIMO tool (Find Individual Motif Occurrences; MEME version 4.10.0) run at a P value threshold of 0.001, with default parameters, to identify matches to the weight matrix that describes the SMAD motif overrepresented at TAL1-bound active enhancers.
Choose a weight that comfortably challenges you.
One of the challenges put forth by the DREAM (Discussions on Reverse Engineering Assessment and Methods) 2009 Challenge consists of predicting a position weight matrix (PWM) that describes the specificity profile of five PDZ domains to their target peptides.
Our approach makes use of a master equation that describes the dynamics of the weight space probability density.
This study is the first to measure the differences in thoracolumbar curves (in both sagittal and coronal planes) between participants with obesity and normal weight participants using an electromagnetic device that describes the curvature in two dimensions.
It uses a global null model that describes both the structure of the network and its weight distribution.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com