Therefore, proxy SNPs might improve testing accuracies.
I also review methods that may be used to combine other markers or tests with PSA to improve test accuracy.
Limited evidence suggests that combining both tests may potentially improve test accuracy.
This type of research will also help to improve test accuracy study design.
This did improve test accuracy to, the large spread being because of the smaller size of the predicted set.
However, our interest here is in its use to further improve test accuracy for the pairwise-kernel based MKL scheme already introduced.
Naïve comparisons may suggest that the provision of prior information improves test accuracy, whereas in fact the opposite may be true.
Using a 50-cell cutoff and including only patients with CMV symptoms and CD4<100, improved test accuracy: sensitivity, specificity, PPV, and NPV of 60, 91, 60, and 91%.
If one of the two classes is viewed as more clinically important than the other, then we could use an asymmetric soft margin (Veropoulos et al., 1999) during SVM training: this improves test accuracy on one class, at the expense of accuracy on the other.
To further improve the testing accuracy of the proposed system in frequency domain, the surface-to-surface calibration method is also employed to process and analyze signals in time domain efficiently.
