Sentence examples for significantly smaller set from inspiring English sources
This implies that a greater number of features tend to describe better the items than a significantly smaller set, considering the recommendation algorithm used in this work.
Thanks to this modelling improvement, the obtained pruned networks overperform some fully connected ones published in previous works on the same basins, while requiring a significantly smaller set of measurement stations.
In our experiments, we found out that the filter_DF_N performed better since it provides a significantly smaller set of candidate words to be classified by the transductive learning step, and hence the overall outcome contains a smaller but more descriptive terms set.
The proposed approach is able to construct a significantly smaller set of regression rules using a subset of attributes while achieving prediction performance comparable to that of random forests regression.
The eigenvalue and the orthogonal method again outperform the correlation method in that they find a significantly smaller set of parameters to be responsible for the unidentifiability of the model.
This observation is most likely because of the fact that our study is among the first to rely on miRBase version 14.0 (Griffiths-Jones et al, 2008) while most other studies focus on few miRNAs or on significantly smaller sets of older versions.
Furthermore, to our experience, the best results are necessarily not acquired by using as many markers as the model can possible handle, but with a significantly smaller marker set (results not shown).
This paper introduces a simple, systematic and effective method for designing Takagi Sugeno (T S) fuzzy systems utilizing a significantly smaller training data set versus existing methods.
In contrast, the proportion of variable elements was significantly smaller in the set of nine nonfounder strains.
In such cases, feature selection has simplified the LAD computations and showed that a significantly small support-set is usually enough to construct LAD models of superior performance.
The mean length of the protein products of the missing genes set was 722 amino acids (AA), which is significantly smaller than the random set at 905 AA (t test; P = 6.8e - 11).
