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The graphs show that the Random Forest and Boosted Decision Tree yielded the highest accuracy and lowest FPR.
Although SVM and RVM models are powerful techniques, the RVM run time was considerably faster, and it yielded the highest accuracy.
All algorithms were run using the parameter values that yielded the highest accuracy in orthogroup prediction on the six yeast proteomes dataset.
The value of k that yielded the highest accuracy is selected for use in our experiments.
The results confirmed this expectation, since model BSSVS generally yielded the highest accuracy, followed by BCπ0 and G models.
Finally, the parameters that yielded the highest accuracy were employed to construct predictive models for independent testing.
Similar(50)
Haplotypes based on four markers yielded the highest accuracies and when only the nearest left marker was used, it yielded the lowest accuracy.
In all these analyses, BayesB and SPLS models yielded the highest accuracies, followed by BL, whereas RR-BLUP and PLS models yielded the lowest accuracies.
In longitudinal studies, PET has yielded the highest accuracies to predict conversion to dementia, but most studies included small cohorts of MCI patients.
For the Brahman breed, the only pure-breed Bos indicus cattle in the training population, the ALL PE yielded the highest accuracies for most GEBV, followed by the BRAHMAN PE, whereas the ANGUS and BOSTAURUS PE yielded negative results in most cases.
The cut-off was selected to yield the highest accuracy to discriminate DENV-3 and non-dengue infections or other serotypes infections (minimal false negative and false positive results).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com