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As we can see, the proposed LLR-based method outperformed most of the other methods in both cross-dataset experiments.
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Applying the (overline {text {{RMSE}}}) metric shows that the proposed method outperforms most often cited methods for different spatial distributions of signal measurements.
Experimental results on Caltech 101 and Caltech 256 show that our method outperforms most sparse or low-rank based image classification algorithm proposed recently.
We demonstrated that our method outperforms most of the existing filter-and-match methods.
Previous reports suggest that the Random Forest method outperforms most other methods 31 54 55; hence the Random Forest algorithm was used in the current study.
The experimental results showed that the proposed method outperforms most existing state-of-the-art methods, indicating that enDNA-Prot is an effective method for DNA-binding protein identification for both balanced dataset and unbalanced dataset.
Using our input coding based primarily on RNA structure thermodynamic parameters and cross-validation method, we showed that our neural network models outperformed most other methods and are comparable to the best predicting algorithm thus far published.
It is obviously the result with the proposed method which outperforms most of the other state-of-the-art methods in terms of both the effectiveness of removing rain streaks and the visual quality of recovered images.
In a benchmark study, SNAP outperformed most similar methods [ 6]. 23 out of the 107 nsSNPs, located on 18 genes, are predicted as non-neutral with an accuracy of higher than 58% (SNAP reliability index 0), (Additional File 1 Table S4).
The bagged C4.5 significantly outperformed most of the other methods in predicting PCA analgesic consumption (p< 0.001).
Experimental results show that the proposed MNDL hard thresholding method outperforms VisuShrink most of the time and the proposed MNDL soft thresholding method outperforms SureShrink most of the time.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com