The weights w m reflect prior knowledge of the performances of individual methods m, which are the accuracies of the methods (F max score).
It has probably become clear from the previous sections that it is difficult to compare the performances of individual methods on the basis of literature data, because factors such as the type of matrix and the specific residues investigated differ between studies.
The relative performance of individual methods was more variable when we compared different scores, especially for scores which can handle overlapping modules, although the overall ranking of the different module detection approaches remained stable (Supplementary Figs. 7 and 8).
Our results demonstrate the sole performance of individual method, which serves for future study of consensus approaches.
In testing using a Support Vector Machine as a classifier, ensemble results for seven datasets demonstrate performance that is at least comparable and often better than the performance of individual feature selection methods.
Many studies have described the performance of individual aberration detection methods [ 3- 10].
The performance of individual samples for the 8 methods trialled in stage 1 across the 31-plex iPLEX® Gold assay are shown in Figure 1B.
Common methods to assess the performance of individual insulating materials, as well as how to measure the performance of the entire assembly as it would be utilized in a building are also listed and explained.
Washington allows student growth to be measured by teams across classrooms -- the official said the state needs to prove that the method doesn't mask the performance of individual teachers.
Improvement of the performance of individual modality recognition rates is a subject of future work, and we believe improved individual recognition methods will increase the benefits of our integrative method.
