Sentence examples for an alternative dataset from inspiring English sources
For every method we give two scores: the training score represents the score at the optimal parameter settings, whereas the test score denotes the performance when parameters were estimated on an alternative dataset (Fig. 1c).
To do so, we make use of an alternative dataset that covers the universe of employees for a sample of firms with more than 20 employees.
Our paper uses an alternative dataset and a range of identification strategies to provide direct evidence on the effect of grandparental childcare on mother's labor force participation.
The initial results are re-estimated using country-specific fixed effects, using the between estimator, and using an alternative dataset due to Sachs and Warner (1997a, 1997b).
Ideally, a model should be validated by means of comparing the model predictions with observations from an alternative dataset than the one used for model fitting, although this is often difficult in practice.
To see whether the use of an alternative dataset changes the results of the analysis, we have also calculated the trends in health R&D expenditures in the countries in Asia-Oceania using our data [ 5] instead of Chakma et al.'s [ 4], and applying both their method and the best practice methods of deflation and currency conversion (Table 1).
In addition to these two datasets that contained only animals with HD genotypes, a third dataset was constituted as an alternative to dataset 1.
Additionally, we also constructed an alternative mt dataset using amino acid characters for protein-coding genes, as well as analyzed single-gene datasets for the nuclear genes to understand the congruence among these markers.
Until now many researchers have used an alternative TR dataset based on indirect calculations.
We also used all InterPro (Hunter et al., 2012) domains to construct an alternative evaluation dataset with the same query set and criteria.
As expression patterns are very complex and highly dependent on experimental and biological conditions, an alternative expression dataset was further used for this analysis.
