We randomly partition the data into n folds using the same n that was used in the original cross-validation scheme, preserving the (2 or 3) functional classes proportions in each fold.
A single object hierarchy with 4 class proportion of votes produced the best result (kappa 0.909).
In the non-academic group, the no-decline class proportion was significantly lower, with (uppi_{I, nac} = 0.47).
In contrast, the proportions of the no-decline class were smallest for the MPDM: here, the no-decline class proportion in the academic group was (uppi_{I, aca} = 0.68), which means that one-third of the students showed PD.
The behavior of several landscape pattern metrics were tested against various pattern scenarios generated by neutral landscape models, including number of classes, scale-map extent, scale-resolution, class proportion, aggregation level RULE, and aggregation level SimMap.
As displayed in Eq. 2, the distribution of decline classes was defined by the no-decline class proportion, (uppi_{Ig}), and the shape parameter, ω g : the higher ω g, the steeper the increase in decline class proportions across item positions; yet, the higher the π Ig, the smaller the cumulated probability of the decline classes and, hence, the smaller the total number of students showing PD.
A total of 1,404,470 AEs from 832 drugs were analyzed as a function of reports of suicidal ideations; other non-suicidal adverse reactions; drug class; proportion of reports from males; and average age of subject for which AE was filed.
First, class weight parameter (class.weights) was set to the inverse of class proportion, instead of the default equal weights, in order to compensate for the effect of unbalanced class proportions.
f Adjusted for confounders; deprivation score, proportion in semi or unskilled social class, proportion households with ethnic minority residents.
The seats are of Club-class proportions and programmed to remember your favoured contours.
