Classification using both the whole (filtered) data set, and the feature sets selected by the feature selection methods under investigation, was performed with the Weka machine learning suite.
To further examine the most informative and non-redundant features, we inspected the optimal feature sets selected after both stages of the feature selection component.
However, since it was already used as a component of the feature selection with the GA, the feature sets selected by the GA might favour classification with the SVM.
In order to evaluate the performance of the three feature selection methods, we compared cross-validated classification accuracy on the feature sets selected by them.
Furthermore, thirteen technical indicators are considered to evaluate the PV-installation sets selected with every strategy.
The paper sets selected definitions of terms which are important to apply for the interactions of all participants in a cooperative and educational training program COOP.
We use the minimum of the upper bounds among the cases of (S=emptyset ) and S being one of the greedy seed sets selected.
ISR was assessed using a total of 201 sample sets, selected from 31 subjects who completed all four periods of the study.
It uses critical values that are only available for the upper tail of the variance distribution, at selected numbers of data sets, selected numbers of replicates per set and only at two significance levels.
In the beginning of the study, 12 different primer combinations were scanned for eight samples (accessions) and the eight polymorphic primer sets selected and applied for all of the 67 accessions.
To compare the performance of actors sets selected by the HT measure with other influence measures, we selected sets of top actors based on the HT, T, PageRank, and Katz centrality measures.
