Sentence examples for using a binary classification from inspiring English sources
Using a binary classification scheme it was possible to relate the type of ARMA model needed for a crown profile series to tree size and stand characteristics.
In our evolutionary architecture, each bit of ECE is iteratively computed using a binary classification function, which is generated through GP evolving by jointly minimizing its empirical risk with the AdaBoost strategy on a training set.
Note that q+1 categories can be distinguished using a binary classification tree with q KPIs.
Statistical calculations were performed using a binary classification system with the assistance of ImageJ (NIH) to assess each GTA's performance on tumor delineation (http://rsb.info.nih.gov/ij/).
Stage 2 Generation of decision functions (f_M^{mathrm{race}} (widehat{x})) also (f_F^{mathrm{race}} (widehat{x})) within each gender group for a multiple classification of objects by race using a binary classification (the "one versus all" scheme) taking into account the proposed bootstrapping procedure.
We used bisulfite sequencing, which is currently the most comprehensive technology available to characterize methylation patterns across the whole MGMT promoter, and, because it is quantitative, allowed us to stratify patients in four major groups with varying levels of methylation instead of using a binary classification.
Decision curve analysis has been introduced as a method to evaluate prediction models in terms of their clinical consequences if used for a binary classification of subjects into a group who should and into a group who should not be treated.
Hence, the loss of information involved when using a binary cut-off for the classification of active and inactive compounds is minimal [39].
Birbaumer and colleagues have developed a communicative BMI called the Thought Translation Device (TTD) [2] [6] which requires training subjects to first self-regulate the SCP for use in a binary classification paradigm.
Using a simple binary classification to combine T + SJV plus key functional domain rMS of grade > C0 into a single model, we observed 29 carriers among the cases against seven among the controls.
