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From the viewpoint of both minimum error and computational time, PSO is recognized as the best model for this kind of problems [30].
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The standings were done by considering minimum error and maximum efficiency according to first to four positions, respectively.
C denotes the misclassification penalty parameter which controls the trade-off between the maximum margin and the minimum error and must be set to a given value [ 11].
The best number of trees has the minimum error rate and a constant error rate nearby.
A moving window strategy was used for searching the region with maximum linearity of NAS regression plot (minimum error indicator) and minimum of PRESS value.
The model generalizes two existing models, Minimum Error Correction (MEC) and Maximum Fragments Cut (MFC), and could be made either model by using some extreme parameter values.
Beside the Least Squares class of methods, Minimum Prediction Error and Minimum Output Error methods have been investigated as well.
The experiment results showed the root mean square (RMS) error of frequency estimation was 0.0917 Hz with minimum error 0.01 Hz, and the SNR can achieve 123.04 dB.
The prototype has been built and tested, resulting in a wide Field of View (289.4°) and minimum error.
Moreover, a complementary embedding strategy is proposed by combining the maximum and minimum error histograms.
A brief description is stated on the design structure, affected state and minimum error covariance matrix.
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CEO of Professional Science Editing for Scientists @ prosciediting.com