Sentence examples for by improving classification of from inspiring English sources

Robustness was augmented by improving classification of genotypes, which was achieved by using a mixture of probes with different optimal operating conditions in the same array.

We then used an RFA to score the genes by their marginal contribution to improving classification of invasive disease and carriage.

Inclusion of a priori knowledge is an effective way of improving classification of brain tumours by non-invasive methods.

In a Net Reclassification Improvement analysis, NGAL improved classification of AKI by 32.4%.

Koikkalainen, J. et al. Improved classification of Alzheimer's disease data via removal of nuisance variability.

Thus, improved classification of NSCLC is of considerable clinical interest.

The increase in cross-validation value aids to improve classification performance of imbalanced data sets by decreasing bias.

The use of synonym merging improved classification accuracy by approximately 3 percentage points compared to use CHI only.

In this paper, feature representation is spread by fusing three kinds of features to improve classification performance, and feature selection actually improves generalization capability of classifiers.

An improved classification performance by including the microRNA.org network in this study confirms the importance of miRNAs in cancer and their impact on target genes.

Improved classification accuracy is obtained by relevant selection of most discriminative features using the proposed method.