While mean loads are not significantly affected by the model size, peak loads are sensitive to both the geometric scale and the spectral content of the test flow.
SPCA tends to select a larger model as represented by its average model size and high FPR.
Correlations between egg size and clutch size were analysed by modelling egg size and clutch size with two independent linear mixed models, using maternal body length and period as fixed effects, and an interaction between clone and period as a random effect.
Our model yields accuracy improvements of up to 50% in certain object categories when incorporating contextual gist, while only increasing the original model size by 5%.
However, it is also often desired to reduce the model size by excluding inconsequential chemical species and/or reactions for end-point applications, usually due to computational reasons.
Meanwhile, every time we increase the radius by 1, the regression model size doubles.
This data pruning reduced the database size or the model size by about 30%, and consequently saved the computation time and memory usage in speech recognition.
Stepwise BIC selects models of size 13 (BE) and 11 (FS), since BIC generally favors smaller models by imposing a larger model size penalty.
This LRT's null model is formed by imposing a single, non-boundary constraint on the alternative model (i.e., the constraint that ω3 = ω4), reducing model size by one estimated parameter.
θ s (equation 3) penalises the model size by summing across the number of inputs (v e ) of each edge selected in model P and dividing by the total number of inputs across all edges (v e s = ∑ e = 1 r v e ).
