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To improve the accuracy of support estimation, block representation helps CoSaMP algorithm.
But finding out good features that can discriminate different fault conditions and optimizing parameters for support vector machine can be regarded as the most two important problems that can highly affect the final diagnosis accuracy of support vector machine.
The contributions of the paper can be summarized as: The compressed channel estimation using proposed B-vCoSaMP algorithm which uses block representation of the channel vectors to increase the accuracy of support estimation and excess LS estimation stage in the positions determined by estimated support to enhance the channel coefficients accuracy.
We tested the classification accuracy of support vector machine (SVM) and position specific score matrix (PSSM) – the computational methods used by geno2pheno and WebPSSM respectively.
Existing algorithms can be improved and new algorithms may be introduced for enhancing the performance and accuracy of support vector machine.
The test accuracy of support vector machine (SVM) using a complicated classification method with a low possibility for biological interpretation and position-specific substitution matrix (PSSM) as a protein feature is 80.56%, thus SCMMTP is comparable to SVM-PSSM.
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Studies have shown that using EMR systems can improve the efficiency, quality, and accuracy of documentation and is supported by professional organizations such as the American Medical Directors Association and the American Health Care Association [ 23].
This study provides information regarding the adaptation of A. senegal under differing edaphic conditions thus increasing accuracy of management support for A. senegal populations as productive agroforests.
Secondly, it always believe the user support to be accurate, where as a mediocre domain expert might want to provide some intuition but is not exactly sure of the accuracy of the support provided.
The goal of this research was to measure changes in the quality and accuracy of decision support information resulting from the assimilation of new NASA products in the DSS.
All major military powers and even some militia groups employ battlefield surveillance UAVs to extend the view of ground and naval forces and to enhance the reach and accuracy of their supporting fire.
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