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For all these methods, we make the bases finite by applying a window function w(t) to cut the signal into clips as in [3]: (16).
For both methods, we make use of the smoothed spectral abscissa, a stabilization measure which originates from the inversion of an H2-norm type function, and that behaves as a smooth approximation of the spectral abscissa.
For confirmatory methods, we make comments in the Methods and Results concerning the theoretical basis for statistical performance.
As described in Materials and Methods, we make use of the 5-fold cross-validation to estimate the quality of classification.
From the more successful methods we make suggestions on the normalization and post-normalization methods that work best in estimating genetic distance between taxa.
From a variety of local search methods, we make use of the idea of the 2-Opt algorithm, which was first proposed by Croes (1958), and also generalize to the 3-Opt algorithm.
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As mentioned in "Methods," we made simulations for characteristics averaged for all Januaries with the westerly and easterly QBO phases during years 1992 2011.
Patients and methods We made a prospective observational monocentric study, including all the elderly patients (defined as older than 75) admitted in the internal medicine department from January 2012 to June 2012.
Patients and methods We made an evaluation of professional practices by following-up indicators of structure, of procedures of care and of results.
To assess the performance of the methods we made use of the area under the Receiver Operating Characteristic (ROC) curve, which is called the ROC score and widely used measure to evaluate the performance of classification methods.
The need to impute findings is an unavoidable limitation; however, as we described in the methods, we made generous clinical assumptions that would favour a longer duration of effusion and concordance with the explicit criteria and the academy guideline.
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