Sentence examples for most accurate classification from inspiring English sources

In most cases, our NEA outperformed the other methods, delivering the most accurate classification and time series forecasting with the least computational effort.

Incorporating multi-scale textural features into the RF models led to an increase in the overall index of 10.71% and, for the most accurate classification, the increase was up to 30% in some classes.

The whole-brain SVM classification provided the most accurate classification using only FDG-PET information.

From these results it was determined that a minimum of seven analytes were required to achieve the most accurate classification.

For this reason we would recommend that investigators developing BCI systems should use a similar methodology to systematically choose the features that result in the most accurate classification.

In the present study, we systematically explore the importance of different features of the NIRS signal to achieve the fastest and most accurate classification of mental states, using linear support vector machines (SVM).

The multi-seasonal dataset produced the most accurate classifications, with an overall accuracy (OA) of 83.4%.

For bacteria (six classes), the overall accuracy was 84% (Fig. 2a); the most accurate sub-classification was the sorting into plasma membrane (accuracy: 96%, Fig. 2a, Supplementary Table S6) followed by cytosol (accuracy: 87%).

Therefore, we believe that the largest error reduction in the clean condition largely resulted from the most accurate acoustic-phonetic classification.

The optimal boundary that provided the most accurate order-disorder classification was shown to represent seven points located in the 12 th through 18 th bin [ 47].

To identify the specific histone acetylation marks contributing most to the accurate classification of promoters and enhancers, we computed the out-of-bag variable importance (Bylander 2002; Rajagopal et al. 2013) for each acetylation.