We randomly partition the set of L. kluyveri foreign ARSs into n folds (we used n = 10 here), subject to the constraint that the classes proportion in each fold would be essentially constant.
The seats are of Club-class proportions and programmed to remember your favoured contours.
When weighted by class proportions, percent correctly classified and kappa rose to 88% and 0.84, respectively.
From the great bronze egg-shaped mirror of Anish Kapoor to the deliciously sacrilegious altar icons of Pierre et Gilles, this is an exhibition of world-class proportions.
Mullet, black drum and spotted sea trout all inhabit these waters — some of them, in keeping with the state's "everything-is-bigger" reputation, of world-class proportions.
In this paper, the selection and fusion of ensembles produced through Boolean Combination (BC) of classifiers is periodically adapted based on the class proportions estimated from input streams.
Most often, ensembles are specially designed for data level preprocessing techniques that aim to balance class proportions by applying under-sampling and/or over-sampling.
Several ensemble-based techniques have been proposed to design pattern recognition systems when data has imbalanced class distributions, although class proportions may change over time according to the operational environment.
Four binary thematic maps with combinations of two spatial autocorrelation levels and two different class proportions are simulated to study their effect on the precision of accuracy measures from different sampling designs.
The effects of site, sampling design, evenness of cover-type class proportions, and intra-cluster correlation on Type-I error rates are quantified with logistic regressions for Wald's statistic and five promising alternatives.
