Sentence examples for both the data level from inspiring English sources
While sampling approaches address the imbalanced learning problem at the data level, cost-sensitive learning methods target this problem at both the data level and the algorithm level [ 16].
The data level collects the raw data, possibly enforcing normalisation to prepare for later analysis.
"People have access to different sources of data as well and goals, strategies and plans that might be difficult to express at the data level.
At both the individual data level and processed data level, NRM/ARM, NRM/IRM, and NRM/k are accommodated.
Opening up the data levels the playing field for everyone.
The four subfields discussed in this study correspond to the data levels, but the question level in a given work may be different from its data level.
Solutions to class imbalance problems were proposed at both the data and algorithmic levels [ 42].
The choice of a random intercept logistic regression model was motivated by both the data structure and the level of measurements of the dependent variable.
After it the paper firstly focuses on opening data in general – by describing one possible use case – using the Datatank solution, which allows to both increase the linked data level and to serve data in various formats.
In this way the measurements can be averaged in order to reduce both the data set and the noise levels without introducing bias errors caused by leakage phenomena.
