In contrast, with the same testing dataset, the Majority Rule algorithm, the simple domain based method, and orthology based method achieved only 59.50%, 61.98%, and 83.86% in accuracy, respectively.
The method achieves only 10% false positive and false negative rates in a six-fold cross-validation procedure.
It is interesting to observe that the baseline method achieves only poor values here, whereas the sophisticated module finder MCL, which also operates on interaction network data only, achieves superior values in these novel categories while being at most on a par with the baseline method in the standard values.
The separated network method achieves the best performance among all predictions, while the mixed network method achieves only modest performance.
36, 37 Although effective, however, this method achieves only an approximation of normalcy given the chronic and fluctuating nature of diabetes and the nonphysiologic administration of daily injections vs immediate insulin secretion into the portal circulation in response to a rise in blood glucose in healthy organisms.
Earlier arthroscopic single-row (SR) repair methods achieved only partial restoration of the original footprint of the tendons of the rotator cuff.
Earlier arthroscopic single-row (SR) repair methods achieved only partial restoration of the original footprint of the tendons of the rotator cuff, while double-row (DR) repair methods presented many biomechanical advantages and higher rates of tendon-to-bone healing.
Recently published acceleration methods achieved only a 5.5-fold reduction in search time when using a Tanimoto threshold of 0.8 and up to 20-fold with a relatively restrictive threshold of 0.9 (Baldi et al., 2008; Swamidass and Baldi, 2007).
Although different methods have been used for poly(A) site prediction [ 10, 62], current methods achieve only moderate sensitivity and specificity.
With the molecular-based method, an equivalent level of removal to that obtained with the pedigree-based method was achieved only at the second generation of management (not shown), but it continued to increase in subsequent generations.
We argue that a faithful evaluation can be achieved only when a method is tested on previously unseen proteins with low sequence similarity to the training set.
