Sentence examples for based on imbalanced from inspiring English sources

It is a challenging task to learn an effective classification model based on imbalanced data.

It is a challenging task to learn an effective classification model based on imbalanced data in medical data analysis.

Experimental models of pulmonary emphysema using proteolytic enzymes such as papain or elastase, either instilled or nebulized into the airways of animals, are based on imbalanced protective and aggressive substances in pulmonary tissue.

To illustrate the difference between the dynamic views of relationships among cell types offered by the trees relative to the static snapshot offered by raw probe counts, we next examined two different measures of the net mutational bias in the CC and BC trees: one based on imbalance of copy numbers in cell counts and one on imbalance in tree edges.

These simulations are based on imbalance in a single covariate.

This process is based on imbalance between bone-resorbing osteoclasts and bone-forming osteoblasts.

The process for selection of the non-randomisation stratification terms (everything except ECOG PS and BPI-SF) was based on imbalance or potential for confounding across the regions.

The weighted score Sw and the ACC, introduced in CASP6 and CASP7, are used to evaluate the overall prediction accuracy based on an imbalanced dataset.

The β-imbalance index is based on the imbalance between the variance in allele size and heterozygosity at a locus [ 62].

This approach allows one to adapt pre-computed histograms and ensemble fusion functions based on the imbalance and complexity of operational data.

Briefly, starting with the ATP imbalance associated with each fundamental pathway, the total ATP potential of each pathway was estimated based on the imbalance of other energy generating metabolites, such as NADH and Ubiquinol-8.