Meanings of base classifier in English

In addition, we discuss the complementarity of conventional SVM and ranking- based classifiers.

Results: In both validation cohorts, a 17-gene qPCR- based classifier stratified patients into two distinct subgroups.

Supervised and unsupervised discriminant analysis using lipid based classifiers outperformed simulated analysis of liver tissue homogenates in predicting steatosis severity.

Purpose: To evaluate the impact of a predefined gene expression- based classifier for clinical risk estimation and cytotoxic treatment decision making in neuroblastoma patients.

Results show significantly better performances for GS- based classifiers, with improvements in empirical receiver operating characteristic (ROC) areas of greater than 10%.

Using transcriptomic data, we developed a machine learning- based classifier that provides sensitive and specific detection of virus-responsive CD8+ T cells from unselected populations.