Sentence examples for variance of the model from inspiring English sources

The bootstrap is a powerful method offering a low variance of the model generalization error estimate.

As t approaches infinity, the variance of the model becomes proportional to t in accord with a diffusion-like model.

The variance of the model outputs was decomposed into correlated and uncorrelated partial variances to provide insight into parameter dependency and interaction.

Secondly, the stochastic character of the input parameters form an additional source of uncertainty which can be quantified by the variance of the model response.

In order to explore the contributions by correlated input variables to the variance of the model output, the contribution decomposition of the correlated input variables based on Mara's definition is investigated in detail.

For structural models involving correlated input variables, a novel interpretation for variance-based importance measures is proposed based on the contribution of the correlated input variables to the variance of the model output.

The results of the simulation show that the double-layer ramp metering model could shorten the delay by about 25%, and the variance of the model results is 0. 002, which could certify the control strategy is equitable.

Namely, the uncertainty originating from the models was assessed by Monte Carlo simulations propagating the error equal to the variance of the model residuals and propagating the error originating from the model coefficients' calculation.

According to this principle, the full variance of the model output is given by the sum of the variances of all input factors (Saltelli et al. 2008).

A high variance of the model components show that some of the variables may produce significantly different behavior from the suggestions of the deterministic results.

The mean and the variance of the model are defined as E yi) = (1 − pi λi and var yi) = (1 − pi λi(1 + λi(pi + k)) The ZINB distribution reduces to the ZIP distribution as k → 0.