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Boosting is a general technique developed by Schapire et al. (1998) that attempts to decrease the error of a weak learning algorithm using clever resampling of the training data.
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The wide spectral range of 300 4000 cm−1 was analyzed in order to decrease the error in the determination of ε∞ and other parameters involved in modeling the IR reflectance spectra of n+ layers.
The reason for this is that IMC has a simple structure which works to decrease the error between the output of the actual plant and the output generated by the internal model included in the controller.
To decrease the error from axial rotation of the spine and from beam divergence, radiographs were repeated until a reasonable alignment of transverse processes (within one-half width of processes as a deviation) was achieved on each animal in the lateral decubitus position with the beam centered 4 cm from the rabbit iliac crest.
Additionally, improving the signal dynamics enables to decrease the error bars: for a given order of MLT, the error bar decreases when going from 10 to 10 photons.
This paper discusses several methods to decrease the errors associated with the method of data analysis.
This iterative approach is shown to decrease the absolute error of the displacement estimation by a factor of 1.4 when passing from 1 to 2 iterations.
Fourth, we propose a method based on multivariate regression to decrease the estimation errors of the number of locked on and off devices with lockout constraints, compared to [12].
In their long historical progress, different types of research were dedicated to improving the rate of convergence and decreasing the error of the approximation.
Secondly, a multi-objective particle swarm optimization (MOPSO) algorithm is implemented to optimize the DSMC parameters in order to decrease the normalized angle error of the pole and normalized distance error of the cart, simultaneously.
A slight increase in the prediction error estimates might be acceptable in order to decrease the variability of the error estimates considerably.
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CEO of Professional Science Editing for Scientists @ prosciediting.com