We test on industry instances as well as random instances.
The algorithms are tested on random instances and also on real life based instances.
However, in data transmission networks, where data are generated at random time instances, random access schemes are used to efficiently exploit channel resources.
We iterated the instance generation process 10 times for a fixed value of n, obtaining eventually an overall number of 50 random instances of the MPPEP-SNP downloadable at http://homepages.ulb.ac.be/~dacatanz/Site/Software_files/iMPPEP.zip.ulb.ac.be/~dacatanz/Site/Software_files/iMPPEP.zip
Random instances of police brutality are reported almost every day, ranging from ill-treatment of minors to the killing of protesters, with shots aimed at the head.
For each tree, we generated 100 random instances.
Select a number at random, for instance, by rolling fair 10-sided dice.
Another researcher was asked to perform data extraction on a subset of primary studies chosen at random (for instance, on 6 studies).
In particular, when CD4 counts are not missing at random, for instance when symptomatic HIV diagnoses are less likely to have a CD4 count than nonsymptomatic diagnoses, the time to diagnosis can be underestimated.
"I wore a short white silk dress I had bought at Ransohoff's in San Francisco on the day John Kennedy was killed," Didion wrote, as a random instance, recalling her wedding day.
In order to create the dataset for each experiment, we kept the positive instances and resampled at random N number of negative instances to obtain a new dataset with an imbalance degree of 1-to-N.
