Sentence examples for data balancing from inspiring English sources

MPs had advised that some consideration be given to population data, balancing seats to an average of the whole electorate, not just registered voters.

So, in the next step, we will consider some data balancing methods [22], such as random oversampling, under-sampling, and synthetic minority oversampling technique (SMOTE), to reduce the impact of data imbalance on diagnostic performance.

First removing zero and missing values of particular variables and then applying several consecutive steps including statistical modeling, coefficient of variant approaches, and data balancing, a large number of observations have been removed.

Merget et al. [26] evaluates different machine learning methods and data balancing schemes and reports that random forests yielded the best activity prediction and allowed accurate inference of compound selectivity.

In the case of balanced data balanced accuracy is the same as classification accuracy.

Using field data, balanced cross-sections, gravity and reprocessed seismic reflection data, a detailed structural study has been realized on the Salon-Cavaillon fault (SCF) area, in Provence region (SE France).

From this collection, we selected sequences and species to keep the data balanced.

The strengths of the extensive SALLS data balanced the limitations.

Missing outcome data balanced in numbers across intervention groups, with similar reasons for missing data across groups.

Though little direct evidence exists on benchmarks in qualitative validations, this threshold was based on investigator discussions of the importance of accurate data balanced against the necessity to allow for some inaccuracies given the complexity of human rights reporting.

Strewn about the table were probably the tools of your trade: reams of data, balance sheets and P&Ls.