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Its performance is optimal when the model set contains two groups with the same number of objects [ 7].
This model set contains different combinations of few reactions and a few species with different kinetic laws, events, parameter values and so forth.
The first model set contains a neutral (null) model M1a allowing two categories of sites, one with ω = 0 and one with ω = 1, and model M2a that adds an extra category of sites with ω > 1.
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The candidate model set contained 14 models, including the global model.
The model set, containing as it does deflagration, delayed detonation, merger detonation, pulsational delayed detonation, and sub-Chandrasekhar helium detonation models, collectively spans a wide range of properties, and hence signatures.
For each bootstrap sample of UVE-PLS-DA, a model set containing the chromatographic signals that were selected (with a replacement) from each group was augmented with 100,000 noisy variables that were formed by random numbers drawn from normal distribution (multiplied by a constant factor c = 10−12).
The source-independent model training set contains 12 images that were taken from the USC-SIPI free image database [32].
The fitted DF model for the data set contains four DT models, each of them having the comparable misclassifications ranging from 12 to 14 (i.e., 3.7 4.3% error rate; Table 1).
Third, note that each data set contains multiple interaction models, with the detection power measured separately for each model.
Therefore, the joint distribution of this pair can be obtained using the energy function where θ is the model parameter set containing a, b, and w: pleft( {v,h} right) = frac{1}{Zleft( theta right)}exp left( { - Eleft( {v,h} right)} right), (2) Zleft( theta right) = sumlimits_{v} {sumlimits_{h} {exp left( { - Eleft( {v,h} right)} right)} }. (3).
The EVM set contained 12,102 gene models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com