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This data, collected from various high schools in Greece, has also been used as test instances by many other researchers in their publications.
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To prove the method is sound and effective, we build a prototype tool – NetProtocolFinder, and select some documented protocol and undocumented protocol messages as the test instances respectively.
As our test instances each represent one working day at the ARC, the run time of our solution methods is the only stopping criterion.
Based on this information, the sampling of future outbound requests is performed in the same way as the test instances were created (see Section 4.2).
Using the obtained information, we created our sets of test instances as described in Section 4.2.
The corresponding integer programming model for the branch-and-cut approach will be explained in detail and compared to other formulations in Section 3. Ljubić [33] also presents two classes of test instances as a result of combining Steiner tree and uncapacitated facility location instances.
The BBFR score R j of the feature j is defined as a sum of r j (i) over all bootstrap runs as follows: (3) R j = ∑ i = 1 L B r j (i ) The maximum possible value of the BBFR score is LB N. Let q k be the number of bootstrap iterations where the observation k is chosen as a test instance (not a member of the bootstrap sample).
The required information about test instances such as dimension and parameters is listed in Table 1.
It was assumed that the two test instances functioned as a single dimension, each in a two-dimensional model.
During testing, test instances were created in the same way as the negative training instances.
Training and test instances were created in the same way as in the event event classifier.
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