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Protofibrils can be detected as little as 1 h after sample creation and are present at a much higher concentration after 24 h.
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A first step is to define the statistical variables to use in the description of the granular arrangement and the evolution of their distribution with the particle aspect ratio and the sample creation procedure.
The clusters were then used for a stratified random sample creation in ArcGIS 10.2.1.
Updated Class Purity Maximization Over_Sampling Technique (UCPMOT) is a rationalized technique proposed to handle imbalanced data sets using exclusive safe-level based synthetic sample creation.
However, such sample creation helps us to understand which of four factors in our PoNS model is the strongest one in relating to news sharing behavior.
As we can see, the best results are achieved for the unrestricted sample sets, where all free energies of randomly generated structures were allowed during the sample creation process.
Wei Guo helped with the animal feeding, sampling, microarray creation and hybridization.
Dim: intermediate synthetic samples; KNN: 'K' number of nearest neigbhours; n: number of minority instances; SY: new synthetic sample; Sm: sum of safe level; Snv: normalized safe level value of sample; D.F.: displacement factor; SSS: safe-level based synthetic samples creation.
The most common method for the calculation of the amplification efficiency of a QPCR reaction requires preparation of a series of serial dilutions of the sample and creation of a standard curve, whereby efficiency is estimated from the slope of the standard curve [ 36, 37].
In this paper we described a relatively simple method to predict a classifier's performance for a given sample size, through the creation and modelling of a learning curve.
Jin Zhang participated in the experimental design, animal feeding and sampling, and the microarray creation and hybridization.
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