Sentence examples for set instance from inspiring English sources

The weights of each training set instance are equal to begin with, but with each cycle these weights are adjusted to optimise the classifier in the boosting process.

On C data set instance apart from C2.2, C2.3, C4.3 and C5.3 having a slight gap of one unit from the optimal, the results in all other remaining instances are optimum.

Then, when a second request arrives, the chosen resource set instance can be located either in the same DC as the previous request, or in any of the other two DCs.

When moving further to state r=3, the third migration request can bring the system to one of sub-states (3), (2,1) or (1,1,1), depending on the previous sub-state and the location of the chosen resource set instance.

The inter-DC network, as seen by the local DC, is therefore modeled as a loss system where the number of servers is equal to nh and migration request blocking events may occur in a generic state r, depending on the requested resource set instance locations.

We then construct a graph for the hitting set instance using the Java Universal Network/Graph Framework (JUNG) [38] with the SetHypergraph class, representing each compound with a vertex and each cell line with a (hyper)edge which carries a weight indicating the number of times that edge is to be hit.

A generalized Benders decomposition algorithm has been deployed and has successfully solved standard data set instances up to 81 nodes.

Random data set instances are generated since we found no benchmark instances on CFLP in the literature.

Figure 13 Parallel migration request blocking probability as a function of the arrival rate, for different values of the number of resource set instances available per request.

Figure 12 Sequential migration request blocking probability as a function of the arrival rate, for different values of the number of resource set instances available per request.

In Fig. 6 X-axis represents the % relative difference (between data set instances and achieved AUC performance) and Y-axis represents the over_sampling techniques.