Sentence examples for more reliable classifier from inspiring English sources

The presented method allows to obtain a more reliable classifier with less classifier error.

The presented method makes it possible to obtain more stable gene selection lists and a more reliable classifier with less classifier error.

In any case, even if the expression pattern of the immune response-module is entirely due to variable LI, the MDAhet classifier appears to provide a much more reliable prognostic classifier than LI-scores derived from immunohistochemistry [ 6] or lymphocyte-specific gene expression markers [ 14, 15].

In real applications, low variance or standard deviation is a desirable feature for a classifier, precisely the lower the standard deviation the more reliable is the classifier performance.

This may result in more reliable and accurate classifiers of MTBC sublineages, and the resulting sublineage classifiers would be a significant enhancement to TB control, epidemiology and research.

This method provides more reliable assessment of classifiers which generalizes well to new data.

It has been shown that pathway-based classifiers typically yield more reliable results compared to traditional gene-based classifiers.

In this study, we have constructed a more reliable training dataset to build classifiers to determine the aggregation propensity and GroEL dependency in 1132 eubacterial proteomes, based solely on the amino acid sequences.

They proposed that the consensus of the prediction of different classifiers, inspired by different mathematical principles, would provide a more reliable prediction than the results of a single classifier.

Experimental comparisons demonstrate that C2 is not only more accurate than the learner built from original noisy sources, but also more reliable than Bagging [4] or aggressive classifier ensemble (ACE) [56], which are two degenerated components/variants of C2.

In order to provide a more reliable and robust recommendation several methods for combining the individual classifiers were investigated.