Sentence examples for using instances from the from inspiring English sources

The model is evaluated and compared to other exact and non-exact models using instances from the literature and scenarios inspired from real precast constructions.

We use instances from the sentiment 140 corpus [21] as training, validation and test data.

In addition, using instances from literature, we compare our best procedure with previously reported methods, showing that the proposed procedure outperforms them in terms of solution quality and in elapsed CPU time to reach the solution.

We test the performance of ALNS by using benchmark instances from the recent literature.

Table 4 shows the precision, recall, and F-score for each category using all instances from the top eight genes, for both the two-stage classifier and the single-stage classifier.

The experiments are carried out using published standard instances from the literature.

The proposed method is evaluated comprehensively using benchmark instances from six problem domains in the Hyper-heuristic Flexible Framework.

For instance, using the data from the TargetDB, Goh et al. (2004) found that conservation of the sequence across organisms, composition of charged residues, occurrence of hydrophobic patches in the sequence, number of binding partners and chain length influence the feasibility for the high-throughput structure determination.

For instance, using data from the 2001 National Health Interview Survey, McGruder and colleagues [ 3] found that Hispanics were less aware of heart attack symptoms and the need to call for emergency help if someone near them had symptoms than were whites.

RFs are constructed using residue-wise data instances from the protein sequences of the DBP-374 dataset.

A modified depth-first search algorithm is used to extract motif instances from the underlying Ondex knowledge network.