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Experimental results show that the proposed multimodal biometrics recognition system has a higher testing accuracy in comparison to the traditional methods with higher efficiency and better stability.
Compared with the well-known feature selection methods SVMRFE and LOGICFS, our methods evidenced a higher testing accuracy.
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Handheld flow meters demonstrated higher test accuracy than the CDQ for COPD screening in primary care.
Based on higher test accuracy, our results support the use of HCII in cervical cancer screening programs.
In a secondary analysis, we tested the hypothesis if classifying DECT as 'positive' even when green pixilation was absent in the index joint but present in other areas would result in higher test accuracy.
Although some of these alternative methods allow for gene prioritization, or can indicate which type of data has most influence on sound prediction, our approach permits identification of the most important pathways, and the most important genes in each pathway, while also obtaining a higher test accuracy compared with these alternative approaches.
In MDR analysis, TGF-β1 869T > C yielded the highest testing accuracy of 0.562.
To achieve high testing accuracy, a suitable kernel function, its parameters, and the regularization parameter C should be properly selected.
This corresponds to the minimum number (x-axis) that gave the highest testing accuracy (y-axis) with the least overfitting.
4.2.1, this corresponds to the minimum number (x-axis) that gave the highest testing accuracy (y-axis) with the least overfitting.
The model with the highest testing accuracy is selected as the best model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com