Sentence examples for annotation on the performance from inspiring English sources

So we analyze here the impact of using informative GO cellular component annotation on the performance of four existing algorithms--CMC, MCL, PCP, and RNSC on their standard parameters.

In the first part of this work, we study the impact of using informative cellular component GO term annotations on the performance of several different protein complex prediction algorithms.

The positive effect of the increased annotation specificity on the performance can be observed with the three functional similarity methods COS, simGIC and BioSim.

Lastly, experiments with individual and shared annotation were conducted and the results show that the influence of annotation on learning performance becomes stronger with the use of sharing mechanisms.

Associations evaluated by use of the manually curated MIPS protein interaction annotations illustrated that the performance on this dataset was even better than for the KEGG dataset (Figure 6a and b).

Our analysis here is primarily focused on the performance of the assembly and annotation steps typically used during the construction of a draft genome.

We here demonstrated a method to extend annotation gene-sets using protein interaction data and its effect on the performance of REGNET.

Here we study the effect of incomplete experimental annotations on the quality of performance assessment of protein function prediction methods.

Results: We study the effect of incomplete experimental annotations on the reliability of performance evaluation in protein function prediction.

Because the relations are inferred from the GO annotations of pathway, the performance of FBA may be dependent on the quality of GO annotations.

While all methods showed similar performance when using only GO annotations, the performance was improved when considering multiple annotation sources (Fig. 1).