Sentence examples for based on the predictive from inspiring English sources

PCA creates new features by combining the existing ones to create better attributes, while correlation feature selection only selects the best attributes as they are, that is, without the creation of new ones, based on the predictive power.

In this study we sought to increase the accuracy and usability of the current B/T criteria by redefining prediction models based on the predictive properties of a single MRI examination at onset of CIS.

A scoring rule provides a summary measure for evaluating probabilistic prediction by assigning a numerical score based on the predictive distribution and on the event or value that materializes (Garthwaite et al. 2005; Kneib et al. 2007).

In this paper, we introduce two new features for the design of electroencephalography (EEG) based Brain Computer Interfaces (BCI): one feature based on multifractal cumulants and the other feature based on the predictive complexity of the EEG time series.

For this reason, we used the Brier score for assessing the prediction ability of the proposed threshold model, which assigns a numerical score based on the predictive distribution.

Of the four plasmids examined, R. peacockii plasmid RPR had a single sRNA prediction.> -wrap-foot> SIpredictedcted sRNAs categorized by both rickettsial groups and nucleotide size Based on the predictive analysis suggesting sRNAs in all rickettsial groups, we set out to analyze each of the candidate sRNAs.

Finally, based on the predictive results, the minimum interdistance between galleries is discussed.

It turns out that our method has good predictive power based on the considered predictive statistics.

Based on the classification predictive accuracy, Fig. 12 summarizes the average predictive accuracies over C4.5, KNN, NB, SVM, and all classifiers.

The multivariable control algorithm based on the generalized predictive control approach is adopted.

The controller is based on the Model Predictive Control (MPC) concept.