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To avoid a bias in gene selection and accuracy estimation, related to the arbitrary selection of the training set, we carried out the procedure of accuracy estimation by bootstrapping, i.e. randomly selecting large numbers of slightly different training sets and validating them on the remaining samples.
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However, each and every one of these methods has its disadvantages as well as advantages in its procedures, level of accuracy, and equipment requirements.
However, the algebra of the ILW procedure is quite heavy for two dimensional (2D) hyperbolic systems, which makes it difficult to implement the procedure for order of accuracy higher than three.
However, we conjecture that for the MPSA procedure the level of accuracy offered by PRISM is much too high.
Subjects received information that explained the procedure and importance of accuracy for the self-reported logs and were instructed to continue to follow their normal routine as close as possible.
In the procedure of deduction, the accuracy of the deduced spectrum can be controlled by choosing an approximating order in the expansion, which will be discussed in detail in Section 4. In addition, the effective algorithm for CTSSAR will be designed based on the spectrum.
It is shown that the current procedure can provide solutions of accuracy being at least as good as those obtained using existing finite element limit analysis, while less computational effort is used.
Although this procedure causes a loss of accuracy, we still uncover the buried trends to a satisfying extent applying our statistical methods on the binned data.
As a conclusion, the time-consuming manual approach to identify the common ITS2 secondary structure for a selected group of organisms as done here cannot be abbreviated by a semi-automated procedure without significant loss of accuracy.
1 Within 3 years of the publication describing the procedure, the accuracy of SLN biopsy was confirmed in two further studies in which the SLN status was found to accurately reflect the status of the entire lymph node field.
"It provides a result almost instantly, allowing surgeons to carry out procedures with a level of accuracy that hasn't been possible before.
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