Sentence examples for instance distribution from inspiring English sources
The output of the clustering algorithm is k clusters, which should correspond to any known classes in terms of instance distribution.
Here, we propose a novel redundant feature subset measure REMI by comparing feature predictive powers directly, which is recorded by its instance distribution explicitly including clear-discerned instances and blur-discerned instances.
Our experiments consider 11 algorithms and 35 instance distributions; they also span a very wide range of SAT, MIP, and TSP instances, with the least structured having been generated uniformly at random and the most structured having emerged from real industrial applications.
Then, redundancy of two given feature can be measured by comparing the corresponding instance distributions directly.
The idea that motivated this change was that different instance distributions would ensure a certain level of diversity for the constituent classifiers of the ensemble.
Feature's prediction power is recorded by its instances' distribution explicitly, which includes clear-discerned instances and blur-discerned instances.
For instance, (1) distribution A comprising the bioactivities for all compounds in a data set harboring a given substructure, and (2) distribution B comprising the bioactivities for the remaining compounds.
The very poorest, in particular, he argues, need to be given more choice so that they aren't dependent on just one or two potentially corrupt low-ranking functionaries for their dealings with the state – for instance the distribution system, which channels food at controlled prices to the poor and which, as it stands, is open to subversion on various levels.
For instance, the distribution of melt-blown fiber diameters is uneven [10].
For instance, utility distribution in the random Erdös Rényi network displays a normal-like curve.
The studies discussed above can be described in economic terminology as taking a "partial equilibrium" approach in the sense of looking at relatively small interventions for instance, the distribution of vouchers to a small fraction of the population.
