Sentence examples for outperformed a single from inspiring English sources
Finally, we have shown that usage of (simple) ensemble methods outperformed a single DNN alone, hence more sophisticated ensemble methods and inclusion of different models is a worthy follow up.
The proposed framework outperformed a single artificial neural network in terms of reduced prediction error, program execution time and improved correlation coefficient as a result of application of the MANN concept.
The data suggested that expressions of the miRNAs were complementary to each other, and further supported that combing the three genes outperformed a single one used alone.
Previously, we showed through simulation experiments that an ensemble classification approach outperformed a single classification model when applied to gene expression data.
Subsets including the highest ranked SNP for each trait outperformed a single subset of common SNP, which is expected as a common SNP subset of the same size will not include the highest ranked SNP for each trait, with exceptions for bulls for subsets of 3,000 or 5,000 SNP selected for the index APR or of 3,000 SNP selected for the index ASI.
A composite of these measurements may outperform a single surrogate measurement [64].
Furthermore, it has been reported that the MKL approach does not always outperform a single kernel-based approach [19].
Metabolically engineered microbes, microbial consortia, or combination of these two approaches may outperform a single wild-type CBP strain.
We confirm by simulation that such a relay selection scheme has robustness to relay selection feedback error and outperforms a single relay selection scheme.
Same as in any information fusion processes, theoretically the discrimination capability of the content-based fingerprinting with effective joint decision-making scheme should outperform a single image hashing.
Since an ensemble of neural networks outperforms a single network, we expect that the selection of input variables based on an ensemble is superior to the selection based on a single neural network.
