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ILRBF-BP needs less number of RBF hidden neurons than GAP-RBF, and the overall testing accuracy outperforms GAP-RBF.
Our method's accuracy outperforms the other HAR methods that are capable of runtime learning by far, and is very close to the state-of-the-art methods.
When edge GDV similarity is used to substitute the original edge similarity measure, as is the case in Ahn and colleagues' hierarchical clustering method [ 54], the predication accuracy outperforms the original algorithm.
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The DSA approach results in improved prediction accuracy, outperforming the other approaches.
Our implementation of a spoken dialogue system for tourist-information services incorporating the proposed method achieves 85.1% detection accuracy, outperforming a naïve Bayes classification based method (62.3%).
The best overall result was achieved when combining WCF13 and ALBPS2,16 with an F score of 0.886 and a 85.63% of accuracy, outperforming the results obtained with local and global textures separately.
As the result of experiments, the method that fine-tuned deep convolutional neural network (DCNN) acquired 96.8% accuracy, outperforming the other models including the custom CNN models that were trained from scratch.
On the other hand, in the GLIAL CANCER dataset the wKIERA subset attained 91% accuracy, outperforming all the other subsets of variables that achieved accuracies below 60% (Fig. 4B).
Cxbladder Detect was robust to imputation showing a 2%% difference in its predictive versus clinical accuracy, outperforming FISH, NMP22 and cytology.
Although commercial and customized chips resulted in similar imputation accuracies, the customized chips that had the highest accuracies outperformed commercial chips with a similar density (after quality control).
The experimental results have demonstrated that our solution can achieve high estimation accuracy and outperforms the existing method.
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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