Sentence examples for by the data size from inspiring English sources
In our study, we assess the data reconstruction error using the mean squared error normalized by the data size and by the difference between the maximum and minimum value in the data.
This enables a reduction of the rendering time by reducing the data size which avoids redundant lighting and transformation computations.
While these methods aid human interpretation by reducing the data size and complexity, they often operate in a blind fashion in the sense that they lack access to an important source of information that many human interpretations rely upon: anatomical information on the tissue in question.
Bottom panel: the dependence of the speed of rendering by InCHlib on the data size.
Figure 8 shows the simulation results of the energy spent by the MT under the data size (ranging from 1 to 100 Mb).
Therefore, developers should tackle this concern by reducing the UDF use, and minimize the data size processed by UDF [22].
The EM algorithm implicitly enlarges the data size by using latent variables for the mixture probability, referred to as data augmentation [45].
These TNs enable to further reduce the data size by using optimization-based algorithms to find factor matrices and optimize using linear and nonlinear least square methods.
They collected fMRI data from patients with schizophrenia and healthy subjects and reduced the data size by using PCA decomposition.
As the data size managed by MapReduce applications is steadily increasing, the need for improving the Hadoop performance also grows.
