Sentence examples for scale of inputs from inspiring English sources
Since regression parameters are sensitive to the scale of inputs (Gelman, 2008) yet we wish to have a common interpretation for all transcripts we fit our model to, we divide the response y ^ j by the standard deviation of y ^ j 's across all j ∈ n samples and denote this scaled response as y ^ j ′.
Generally, in optical systems performing the fractional Fourier transform (FRT), the scale of input function must be changed to obtain transformations of different orders.
The objectives of the proposed work are to design a calibration technique using an optimised neural network model such that it a) produces an output which is linear for the full scale of input range, b) makes the output independent of the variations in supply frequency, the physical parameters of the LVDT, and ambient temperature.
Users should notice that ChIPseek can identify enriched motifs even if they input random data due to the large scale of input data.
The HBF allows different scaling of input dimensions to provide better generalization property when dealing with complex nonlinear problems in engineering practice.
Scaling of input material to immunopurify similar quantities of endogenous and overexpressed PPP1R15A led to recovery of similar amounts of associated endogenous actin.
This example shows that the original notion of multiplicative interactions is not a necessary condition for Hill equation scaling of input-output relations.
The results of cluster analysis depend to some extent on the choices of the researcher, e.g. scaling of input variables, and should be viewed as an exploratory technique, which must eventually be validated by other means.
Increased predictive accuracy likely depends on technology for optimizing the spatial aggregation scale of each input variable.
The library is set to allow the user to select not only the scale of the input data but also the scale of the result.
Many authors have pointed out that the scale of the input data and the scale of the analysis must be coherent in order to calculate and interpret landscape metrics correctly.
